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class="place">Mon 16 - Tue 17 May 2022 <a href="https://conf.researchr.org/venue/cain-2022/icse-2022-virtual-venue" class="navigate"></a></div><div class="place2">co-located with <a href="https://conf.researchr.org/home/icse-2022" class="navigate">ICSE 2022</a></div></div></div><div class="navbar navbar-default"><div class="container"><div class="navbar-header"><button type="button" data-toggle="collapse" data-target="#navigationbar" class="navbar-toggle"><span class="sr-only">Toggle navigation</span><span class="icon-bar"></span><span class="icon-bar"></span><span class="icon-bar"></span></button></div><div id="navigationbar" class="navigationbar collapse navbar-collapse"><ul class="block nav navbar-nav"><li class="dropdown"><a href="#" data-toggle="dropdown" class="dropdown-toggle">Attending <span class="caret"></span></a><ul class="block dropdown-menu"><li class="block"><a href="https://conf.researchr.org/venue/cain-2022/icse-2022-physical-venue" class="navigate">Venue: David Lawrence Convention Center</a></li><li class="block"><a href="https://conf.researchr.org/venue/cain-2022/icse-2022-virtual-venue" class="navigate">Virtual: Midspace</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2022/cain-registration" class="navigate">Registration for CAIN</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2022/attending-cain-virtually-on-midspace" class="navigate">Attending CAIN Virtually on Midspace</a></li><li class="block dropdown-header">ICSE 2022</li><li class="block"><a href="https://conf.researchr.org/attending/cain-2022/Attending-Virtually" class="indent navigate">Overview</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2022/Overview" class="indent navigate">Attending Virtually</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2022/attending-in-person" class="indent navigate">Attending In-Person</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2022/registration" class="indent navigate">Registration</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2022/code-of-conduct" class="indent navigate">Code of Conduct</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2022/diversity-and-inclusion-plan" class="indent navigate">Diversity, Equity, and Inclusion</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2022/travel-support" class="indent navigate">Travel Support</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2022/social-events" class="indent navigate">Social Events</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2022/sustainability" class="indent navigate">Sustainability</a></li></ul></li><li class="dropdown"><a href="#" data-toggle="dropdown" class="dropdown-toggle">Program <span class="caret"></span></a><ul id="program-menu" class="block dropdown-menu"><li class="block"><a href="https://conf.researchr.org/program/cain-2022/program-cain-2022/" class="navigate">CAIN Program</a></li><li class="block"><a href="https://conf.researchr.org/program/cain-2022/program-cain-2022/" data-fltr-type="prog" data-fltr-val="Your Program" class="navigate"><span class="glyphicon glyphicon-star"></span> Your Program</a></li><li class="block"><a href="https://conf.researchr.org/info/cain-2022/program-overview" class="navigate">Overview</a></li><li class="block"><a href="https://conf.researchr.org/info/cain-2022/presenter-information" class="navigate">Presenter Information</a></li><li class="block"><a href="https://conf.researchr.org/info/cain-2022/change-me" class="navigate">Post-Conference</a></li><li class="block divider"></li><li class="block"><a href="https://conf.researchr.org/program/cain-2022/program-cain-2022/" data-fltr-type="date" data-fltr-val="Mon 16 May 2022" class="navigate">Mon 16 May</a></li><li class="block"><a href="https://conf.researchr.org/program/cain-2022/program-cain-2022/" data-fltr-type="date" data-fltr-val="Tue 17 May 2022" class="navigate">Tue 17 May</a></li></ul></li><li class="block"><a href="https://conf.researchr.org/track/cain-2022/cain-2022" class="navigate">Track/Call</a></li><li class="dropdown"><a href="#" data-toggle="dropdown" class="dropdown-toggle">Organization <span class="caret"></span></a><ul class="block dropdown-menu multi-column columns-1"><div class="row"><div class="col-sm-12"><ul class="block multi-column-dropdown"><li class="block dropdown-header">CAIN 2022 Committees</li><li class="block"><a href="https://conf.researchr.org/committee/cain-2022/cain-2022-organizing-committee" class="navigate">Organizing Committee</a></li><li class="block dropdown-header">Track Committees </li><li class="block"><a href="https://conf.researchr.org/committee/cain-2022/cain-2022-papers-program-committee" class="navigate">Program Committee</a></li><li class="block"><a href="https://conf.researchr.org/committee/cain-2022/cain-2022-industrial-track-chair" class="navigate">Industrial Track Committee</a></li><li class="block"><a href="https://conf.researchr.org/committee/cain-2022/cain-2022-poster-committee" class="navigate">Posters Committee</a></li><li class="block dropdown-header">Contributors</li><li class="block"><a href="https://conf.researchr.org/people-index/cain-2022" class="navigate"><span class="glyphicon glyphicon-search"></span><sup><span class="glyphicon glyphicon-user"></span></sup> People Index</a></li></ul></div></div></ul></li><li class="block"><a href="https://conf.researchr.org/search/cain-2022//all" class="navigate"><span class="glyphicon glyphicon-search"></span><span class="hidden-sm"> Search</span></a></li><li class="dropdown"><a href="#" data-toggle="dropdown" class="dropdown-toggle"><span class="hidden-sm">Series <span class="caret"></span></span><span title="Series" class="visible-sm"><span class="glyphicon glyphicon-repeat"></span> <span class="caret"></span></span></a><ul class="block dropdown-menu"><li class="block"><a href="https://conf.researchr.org/series/cain" class="navigate"><span class="glyphicon glyphicon-home"></span> Series</a></li><li class="block divider"></li><li class="block"><a href="https://conf.researchr.org/home/cain-2025" class="navigate">CAIN 2025</a></li><li class="block"><a href="https://conf.researchr.org/home/cain-2024" class="navigate">CAIN 2024</a></li><li class="block"><a href="https://conf.researchr.org/home/cain-2023" class="navigate">CAIN 2023</a></li><li class="block"><span class="text-muted" style="margin-left: 2px;"><span class="glyphicon glyphicon-hand-right"></span> CAIN 2022</span></li></ul></li></ul><div class="navbar-right"><ul class="block nav navbar-nav"><li class="block"><a href="https://conf.researchr.org/signin/cain-2022/https%3A%5Es%5Esconf.researchr.org%5Estrack%5Escain-2022%5Escain-2022" rel="nofollow" class="navigate">Sign in</a></li><li class="block"><a href="https://conf.researchr.org/signup/cain-2022" class="navigate">Sign up</a></li></ul></div></div></div></div><div id="content" class="container"><div class="page-header"><span class="text-muted small"><span class="glyphicon glyphicon-home"></span> <a href="https://conf.researchr.org/home/icse-2022" class="navigate">ICSE 2022</a> (<a href="https://conf.researchr.org/series/icse" class="navigate">series</a>) / </span><span class="text-muted small"><span class="glyphicon glyphicon-home"></span> <a href="https://conf.researchr.org/home/cain-2022" class="navigate">CAIN 2022</a> (<a href="https://conf.researchr.org/series/cain" class="navigate">series</a>) / </span><h1>CAIN 2022 - 1st International Conference on AI Engineering - Software Engineering for AI</h1></div><div class="row"><div class="col-sm-8"><ul id="tab" class="nav nav-pills"><li><a href="#About" data-toggle="tab">About</a></li><li><a href="#program" data-toggle="tab">Program</a></li><li><a href="#event-overview" data-toggle="tab">Accepted Papers</a></li><li><a href="#1-Call-for-Papers" data-toggle="tab">1. Call for Papers</a></li><li><a href="#2-Call-for-Industrial-Talks" data-toggle="tab">2. Call for Industrial Talks</a></li><li><a href="#3-Call-for-posters" data-toggle="tab">3. Call for posters</a></li><li><a href="#Submission-format" data-toggle="tab">Submission format</a></li></ul><script type="text/javascript">(function(){ var post_process_function = function(n){ var node=(n&&n.nodeType === 1)?n:document; autoTabFunction(node); }; var original_post_process_func = ajax_post_process; ajax_post_process = function(){ original_post_process_func.apply(this,arguments); post_process_function.apply(this,arguments); }; $(document).ready( post_process_function ); })(); </script><div class="tab-content"><div id="About" class="tab-pane "><h3><a href="#welcome-to-cain22-1st-conference-on-ai-engineering-software-engineering-for-ai" id="welcome-to-cain22-1st-conference-on-ai-engineering-software-engineering-for-ai" class="anchor-link">Welcome to CAIN’22 - 1st Conference on AI Engineering – Software Engineering for AI</a></h3> <h4><a href="#may-16-17-2022-on-line-and-in-person-may-24-2022-in-pittsburgh-pa-usa" id="may-16-17-2022-on-line-and-in-person-may-24-2022-in-pittsburgh-pa-usa" class="anchor-link">May 16-17, 2022 on-line and in-person May 24, 2022 in Pittsburgh, PA, USA</a></h4> <p>The aim of CAIN’22 is to bring together researchers and practitioners in software engineering, in data-science and AI, and to build up a community that will target the new challenges emerging in Software Engineering for AI-enabled systems.</p> <p>In development and implementation of AI-enabled systems, the main challenge is not to develop the best models/algorithms, but to provide support for the entire lifecycle – from a business idea, through collection, training, and management of data, code development, product deployment and operation, and its maintenance and evolution. There is a clear need for specific support of Software Engineering for AI.</p> <p>CAIN has the following goals for the next few years.</p> <ul> <li>Identify the main challenges of AI engineering, from an AI and SE perspective, considering industrial needs and their current experiences;</li> <li>Create a roadmap capturing the research directions in AI engineering in relation to AI-based systems lifecycle;</li> <li>Contribute to a better understating of practical problems and understanding differences in approaches of data science and AI/ML and SE;</li> <li>Identify industrial challenges in building and using AI-enabled systems and contribute to solving them</li> <li>Build a thriving community of SE, and data-science and AI practitioners and researchers.</li> </ul> <p>CAIN’22 will have all sessions in a single track. The following sessions are planned:</p> <ul> <li>Invited keynotes and panels</li> <li>Presentation of accepted papers</li> <li>Industrial Talks</li> <li>Poster presentations</li> </ul> </div><div id="program" class="tab-pane "><div class="faceted-filtering"><div class="row date-facets"><div class="col-sm-1"><strong>Dates</strong></div><div class="col-sm-11"><div data-facet-type="date" class="facet-placeholder"></div></div></div><script type="text/javascript">(function(){ var post_process_function = function(n){ var node=(n&&n.nodeType === 1)?n:document; $(node).find('.modal').on('shown.bs.modal', function() {if(gtag) { gtag( 'event', 'Show Details in Modal' , {'event_category': 'Event Information', 'event_label': '' + $(this).find('.modal-title').text() + ''} ) } } ) }; var original_post_process_func = ajax_post_process; ajax_post_process = function(){ original_post_process_func.apply(this,arguments); post_process_function.apply(this,arguments); }; $(document).ready( post_process_function ); })(); </script><div tabindex="-1" id="hidden-modal" class="modal"><div class="modal-dialog "><div class="modal-content"></div></div></div><div id="program-settings-modal" class="webdsl-placeholder"><div id="userProgramSettings" class="modal fade"><div class="modal-dialog "><div class="modal-content"><div class="modal-header"><a data-dismiss="modal" class="close"><span class="glyphicon glyphicon-remove"></span></a><h3>Program Display Configuration</h3></div><div class="modal-body"><form name="form11390898770538530f0e2bbdb67872b491120c5c8a7" id="form11390898770538530f0e2bbdb67872b491120c5c8a7" action="https://conf.researchr.org/userProgramSettingsModalConferenceEdition" accept-charset="UTF-8" method="POST" role="form" class="form-horizontal"><input type="hidden" name="form11390898770538530f0e2bbdb67872b491120c5c8a7" value="1" /><input type="hidden" name="context" value="cain-2022" /><div class="panel panel-default timezone-panel"><div class="panel-heading clearfix"><div class="panel-title">Time Zone</div></div><div class="panel-body"><span class="help-block">The program is currently displayed in <strong>(GMT-04:00) Eastern Time (US & Canada)</strong>.</span><div class="row"><div class="col-sm-11 col-sm-offset-1"><label class="radio"><input type="radio" checked="checked" name="9659afaa126198132be460b106e35ccb" value="false" onchange="if( ($(this).val() == 'true' && this.checked) != $('#cec04de0447905c49fb377c6d9693505').is(':visible') ) { $('#cec04de0447905c49fb377c6d9693505').fadeToggle( 250 ); }"/><strong>Use conference time zone: (GMT-04:00) Eastern Time (US & Canada)</strong></label><label class="radio"><input type="radio" name="9659afaa126198132be460b106e35ccb" value="true" onchange="if( ($(this).val() == 'true' && this.checked) != $('#cec04de0447905c49fb377c6d9693505').is(':visible') ) { $('#cec04de0447905c49fb377c6d9693505').fadeToggle( 250 ); }"/>Select other time zone</label><div id="cec04de0447905c49fb377c6d9693505" style=" display: none;"><select name="0e35d6393a8ba494aa0723dd51b6899c" class="select form-control"><option value="" selected="selected" data-utc-minute-offset="0"></option><option value="Etc/GMT+12" data-utc-minute-offset="-720">(GMT-12:00) AoE (Anywhere On Earth)</option><option value="Pacific/Midway" data-utc-minute-offset="-660">(GMT-11:00) Midway Island, Samoa</option><option value="America/Adak" data-utc-minute-offset="-600">(GMT-09:00) Hawaii-Aleutian</option><option value="Etc/GMT+10" data-utc-minute-offset="-600">(GMT-10:00) Hawaii</option><option value="Pacific/Marquesas" data-utc-minute-offset="-570">(GMT-09:30) Marquesas Islands</option><option value="Pacific/Gambier" data-utc-minute-offset="-540">(GMT-09:00) Gambier Islands</option><option value="America/Anchorage" data-utc-minute-offset="-540">(GMT-08:00) Alaska</option><option value="America/Ensenada" data-utc-minute-offset="-480">(GMT-07:00) Tijuana, Baja California</option><option value="Etc/GMT+8" data-utc-minute-offset="-480">(GMT-08:00) Pitcairn Islands</option><option value="America/Los_Angeles" data-utc-minute-offset="-480">(GMT-07:00) Pacific Time (US & Canada)</option><option value="America/Denver" data-utc-minute-offset="-420">(GMT-06:00) Mountain Time (US & Canada)</option><option value="America/Chihuahua" data-utc-minute-offset="-360">(GMT-06:00) Chihuahua, La Paz, Mazatlan</option><option value="America/Dawson_Creek" data-utc-minute-offset="-420">(GMT-07:00) Arizona</option><option value="America/Belize" data-utc-minute-offset="-360">(GMT-06:00) Saskatchewan, Central America</option><option value="America/Cancun" data-utc-minute-offset="-300">(GMT-05:00) Guadalajara, Mexico City, Monterrey</option><option value="Chile/EasterIsland" data-utc-minute-offset="-300">(GMT-06:00) Easter Island</option><option value="America/Chicago" data-utc-minute-offset="-360">(GMT-05:00) Central Time (US & Canada)</option><option value="America/New_York" data-utc-minute-offset="-300">(GMT-04:00) Eastern Time (US & Canada)</option><option value="America/Havana" data-utc-minute-offset="-300">(GMT-04:00) Cuba</option><option value="America/Bogota" data-utc-minute-offset="-300">(GMT-05:00) Bogota, Lima, Quito, Rio Branco</option><option value="America/Caracas" data-utc-minute-offset="-240">(GMT-04:00) Caracas</option><option value="America/Santiago" data-utc-minute-offset="-180">(GMT-04:00) Santiago</option><option value="America/La_Paz" data-utc-minute-offset="-240">(GMT-04:00) La Paz</option><option value="Atlantic/Stanley" data-utc-minute-offset="-180">(GMT-03:00) Faukland Islands</option><option value="America/Campo_Grande" data-utc-minute-offset="-240">(GMT-04:00) Manaus, Amazonas, Brazil</option><option value="America/Goose_Bay" data-utc-minute-offset="-240">(GMT-03:00) Atlantic Time (Goose Bay)</option><option value="America/Glace_Bay" data-utc-minute-offset="-240">(GMT-03:00) Atlantic Time (Canada)</option><option value="America/St_Johns" data-utc-minute-offset="-210">(GMT-02:30) Newfoundland</option><option value="America/Araguaina" data-utc-minute-offset="-180">(GMT-03:00) UTC-3</option><option value="America/Montevideo" data-utc-minute-offset="-180">(GMT-03:00) Montevideo</option><option value="America/Miquelon" data-utc-minute-offset="-180">(GMT-02:00) Miquelon, St. Pierre</option><option value="America/Godthab" data-utc-minute-offset="-180">(GMT-02:00) Greenland</option><option value="America/Argentina/Buenos_Aires" data-utc-minute-offset="-180">(GMT-03:00) Buenos Aires</option><option value="America/Sao_Paulo" data-utc-minute-offset="-180">(GMT-03:00) Brasilia, Distrito Federal, Brazil</option><option value="America/Noronha" data-utc-minute-offset="-120">(GMT-02:00) Mid-Atlantic</option><option value="Atlantic/Cape_Verde" data-utc-minute-offset="-60">(GMT-01:00) Cape Verde Is.</option><option value="Atlantic/Azores" data-utc-minute-offset="-60">(GMT) Azores</option><option value="Etc/UTC" data-utc-minute-offset="0">(UTC) Coordinated Universal Time</option><option value="Europe/Belfast" data-utc-minute-offset="0">(GMT+01:00) Belfast</option><option value="Europe/Dublin" data-utc-minute-offset="0">(GMT+01:00) Dublin</option><option value="Europe/Lisbon" data-utc-minute-offset="0">(GMT+01:00) Lisbon</option><option value="Europe/London" data-utc-minute-offset="0">(GMT+01:00) London</option><option value="Africa/Abidjan" data-utc-minute-offset="0">(GMT) Monrovia, Reykjavik</option><option value="Europe/Amsterdam" data-utc-minute-offset="60">(GMT+02:00) Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna</option><option value="Europe/Belgrade" data-utc-minute-offset="60">(GMT+02:00) Belgrade, Bratislava, Budapest, Ljubljana, Prague</option><option value="Europe/Brussels" data-utc-minute-offset="60">(GMT+02:00) Brussels, Copenhagen, Madrid, Paris</option><option value="Africa/Algiers" data-utc-minute-offset="60">(GMT+01:00) West Central Africa</option><option value="Africa/Windhoek" data-utc-minute-offset="120">(GMT+02:00) Windhoek</option><option value="Europe/Athens" data-utc-minute-offset="120">(GMT+03:00) Athens</option><option value="Asia/Beirut" data-utc-minute-offset="120">(GMT+03:00) Beirut</option><option value="Africa/Cairo" data-utc-minute-offset="120">(GMT+02:00) Cairo</option><option value="Asia/Gaza" data-utc-minute-offset="120">(GMT+03:00) Gaza</option><option value="Africa/Blantyre" data-utc-minute-offset="120">(GMT+02:00) Harare, Pretoria</option><option value="Asia/Jerusalem" data-utc-minute-offset="120">(GMT+03:00) Jerusalem</option><option value="Europe/Minsk" data-utc-minute-offset="180">(GMT+03:00) Minsk</option><option value="Asia/Damascus" data-utc-minute-offset="180">(GMT+03:00) Syria</option><option value="Europe/Moscow" data-utc-minute-offset="180">(GMT+03:00) Moscow, St. Petersburg, Volgograd</option><option value="Africa/Addis_Ababa" data-utc-minute-offset="180">(GMT+03:00) Nairobi</option><option value="Asia/Tehran" data-utc-minute-offset="210">(GMT+04:30) Tehran</option><option value="Asia/Dubai" data-utc-minute-offset="240">(GMT+04:00) Abu Dhabi, Muscat</option><option value="Asia/Yerevan" data-utc-minute-offset="240">(GMT+04:00) Yerevan</option><option value="Asia/Kabul" data-utc-minute-offset="270">(GMT+04:30) Kabul</option><option value="Asia/Yekaterinburg" data-utc-minute-offset="300">(GMT+05:00) Ekaterinburg</option><option value="Asia/Tashkent" data-utc-minute-offset="300">(GMT+05:00) Tashkent</option><option value="Asia/Kolkata" data-utc-minute-offset="330">(GMT+05:30) Chennai, Kolkata, Mumbai, New Delhi</option><option value="Asia/Katmandu" data-utc-minute-offset="345">(GMT+05:45) Kathmandu</option><option value="Asia/Dhaka" data-utc-minute-offset="360">(GMT+06:00) Astana, Dhaka</option><option value="Asia/Novosibirsk" data-utc-minute-offset="420">(GMT+07:00) Novosibirsk</option><option value="Asia/Rangoon" data-utc-minute-offset="390">(GMT+06:30) Yangon (Rangoon)</option><option value="Asia/Bangkok" data-utc-minute-offset="420">(GMT+07:00) Bangkok, Hanoi, Jakarta</option><option value="Asia/Krasnoyarsk" data-utc-minute-offset="420">(GMT+07:00) Krasnoyarsk</option><option value="Asia/Hong_Kong" data-utc-minute-offset="480">(GMT+08:00) Beijing, Chongqing, Hong Kong, Urumqi</option><option value="Asia/Irkutsk" data-utc-minute-offset="480">(GMT+08:00) Irkutsk, Ulaan Bataar</option><option value="Australia/Perth" data-utc-minute-offset="480">(GMT+08:00) Perth</option><option value="Australia/Eucla" data-utc-minute-offset="525">(GMT+08:45) Eucla</option><option value="Asia/Tokyo" data-utc-minute-offset="540">(GMT+09:00) Osaka, Sapporo, Tokyo</option><option value="Asia/Seoul" data-utc-minute-offset="540">(GMT+09:00) Seoul</option><option value="Asia/Yakutsk" data-utc-minute-offset="540">(GMT+09:00) Yakutsk</option><option value="Australia/Adelaide" data-utc-minute-offset="630">(GMT+09:30) Adelaide</option><option value="Australia/Darwin" data-utc-minute-offset="570">(GMT+09:30) Darwin</option><option value="Australia/Brisbane" data-utc-minute-offset="600">(GMT+10:00) Brisbane</option><option value="Australia/Hobart" data-utc-minute-offset="660">(GMT+10:00) Hobart</option><option value="Asia/Vladivostok" data-utc-minute-offset="600">(GMT+10:00) Vladivostok</option><option value="Australia/Lord_Howe" data-utc-minute-offset="660">(GMT+10:30) Lord Howe Island</option><option value="Etc/GMT-11" data-utc-minute-offset="660">(GMT+11:00) Solomon Is., New Caledonia</option><option value="Asia/Magadan" data-utc-minute-offset="660">(GMT+11:00) Magadan</option><option value="Pacific/Norfolk" data-utc-minute-offset="720">(GMT+11:00) Norfolk Island</option><option value="Asia/Anadyr" data-utc-minute-offset="720">(GMT+12:00) Anadyr, Kamchatka</option><option value="Pacific/Auckland" data-utc-minute-offset="780">(GMT+12:00) Auckland, Wellington</option><option value="Etc/GMT-12" data-utc-minute-offset="720">(GMT+12:00) Fiji, Kamchatka, Marshall Is.</option><option value="Pacific/Chatham" data-utc-minute-offset="825">(GMT+12:45) Chatham Islands</option><option value="Pacific/Tongatapu" data-utc-minute-offset="780">(GMT+13:00) Nuku'alofa</option><option value="Pacific/Kiritimati" data-utc-minute-offset="840">(GMT+14:00) Kiritimati</option></select><script type="text/javascript">var tzOffsetMin = new Date().getTimezoneOffset()*-1; var sel = document.getElementsByName('0e35d6393a8ba494aa0723dd51b6899c')[0] var opts = sel.options; for (var opt, j = 0; opt = opts[j]; j++) { if (opt.getAttribute('data-utc-minute-offset') == tzOffsetMin) { sel.selectedIndex = j; break; } } </script></div></div></div><br><span class="help-block"><small><span class="glyphicon glyphicon-info-sign"></span> The GMT offsets shown reflect the offsets <strong>at the moment of the conference</strong>.</small></span></div></div><div class="panel panel-default timeband-panel"><div class="panel-heading clearfix"><div class="panel-title">Time Band</div></div><div class="panel-body"><span class="help-block">By setting a time band, the program will dim events that are outside this time window. This is useful for (virtual) conferences with a continuous program (with repeated sessions).<br>The time band will also limit the events that are included in the personal iCalendar subscription service.</span><div class="row"><div class="col-sm-11 col-sm-offset-1"><label class="radio"><input type="radio" checked="checked" name="f1869fcfb40f29e9c9c46042f4fbda2c" value="false" onchange="if( ($(this).val() == 'true' && this.checked) != $('#c2371058bcb9b31dd10e115e7f712708').is(':visible') ) { $('#c2371058bcb9b31dd10e115e7f712708').fadeToggle( 250 ); }"/><strong>Display full program</strong></label><label class="radio"><input type="radio" name="f1869fcfb40f29e9c9c46042f4fbda2c" value="true" onchange="if( ($(this).val() == 'true' && this.checked) != $('#c2371058bcb9b31dd10e115e7f712708').is(':visible') ) { $('#c2371058bcb9b31dd10e115e7f712708').fadeToggle( 250 ); }"/>Specify a time band</label><div id="c2371058bcb9b31dd10e115e7f712708" style=" display: none;"><span class="input-group"><input name="a4e58ac1cd9cfb26fb62ecc29e600148" type="text" value="07:00" class="flatpickr inputDate form-control"/><script type="text/javascript">$("input:not(.flatpickr-input)[name=a4e58ac1cd9cfb26fb62ecc29e600148]").flatpickr({onOpen: function(dateObj, dateStr, instance){ if(dateStr == ''){ instance.jumpToDate( new Date() ); } }, allowInput: true, dateformat: 'H:i', altFormat: 'H:i' , altInput: true, time_24hr: true, noCalendar: true, enableTime : true}); </script><span class="input-group-addon"> - </span><input name="01ff55ee23f3ce1eb7d922f922eb09b1" type="text" value="19:00" class="flatpickr inputDate form-control"/><script type="text/javascript">$("input:not(.flatpickr-input)[name=01ff55ee23f3ce1eb7d922f922eb09b1]").flatpickr({onOpen: function(dateObj, dateStr, instance){ if(dateStr == ''){ instance.jumpToDate( new Date() ); } }, allowInput: true, dateformat: 'H:i', altFormat: 'H:i' , altInput: true, time_24hr: true, noCalendar: true, enableTime : true}); </script></span></div></div></div></div></div><div class="row form-group"><div class="col-sm-offset-2 col-sm-10"><button style="position: absolute; left: -9999px; width: 1px; height: 1px;" onclick='javascript:serverInvoke("https://conf.researchr.org/userProgramSettingsModalConferenceEdition","userProgramSettingsModalConferenceEdition_apply18ec3dfeeecb5c44c1e40a40983898869", [{"name":"context", "value":"cain-2022"},],"form11390898770538530f0e2bbdb67872b491120c5c8a7", this.nextSibling, true,"program-settings-modal"); return false;'></button><a submitid="userProgramSettingsModalConferenceEdition_apply18ec3dfeeecb5c44c1e40a40983898869" href="javascript:void(0)" onclick="javascript:loadImageElem=this;$(this.previousSibling).click()" class="btn btn-primary btn btn-default">Save</a></div></div></form></div><div class="modal-footer"><a href="#" data-dismiss="modal" class="btn btn-default"><span class="glyphicon glyphicon-remove"></span> Close</a></div></div></div></div></div><div class="program-container"><div class="time-zone-warning text-muted hide-in-print"><div class="alert alert-dismissible alert-info"><button type="button" data-dismiss="alert" aria-label="Close" class="close"><span aria-hidden="true">×</span></button><span class="glyphicon glyphicon-info-sign"></span> You're viewing the program in a time zone which is different from your device's time zone <small class="control-time-zone"><a data-toggle="modal" href="#userProgramSettings">change time zone</a></small></div></div><div class="tz-floating-link"><small class="control-time-zone"><a data-toggle="modal" href="#userProgramSettings" title="Change Program Display Configuration" class="btn btn-xs btn-info"><span class="glyphicon glyphicon-wrench"></span> <span class="glyphicon glyphicon-time"></span></a></small></div><script type="text/javascript">var tzOffsetMin = new Date().getTimezoneOffset()*-1; if(tzOffsetMin != -300){ $('.time-zone-warning').toggleClass('visible'); window.displayUserProgamSettingsOnce = true; } </script><div class="hidable day-wrapper"><h4 class="day-header sticky-top"><div><div>Mon 16 May</div><p></p><div class="time-zone-info"><small class="text-muted">Displayed time zone: <strong>Eastern Time (US & Canada)</strong> <small class="control-time-zone"><a data-toggle="modal" href="#userProgramSettings">change</a></small></small></div></div></h4><div class="hidable band hour-6"><table data-facet-date="Mon 16 May 2022" data-facet-date-order="220516" data-facet-track="CAIN " data-facet-room="CAIN main room" data-facet-plenary="Hide plenary sessions" class="table table-condensed session-table"><colgroup width="10px"/><colgroup width="100px"/><colgroup width="10px"/><colgroup width="100%"/><tr class="session-details"><td class="track-color c37"></td><td><div class="slot-label">06:00 - 06:30</div></td><td colspan="2"><div class="session-info-in-table">Welcome to CAIN<span class="pull-right"><a href="https://conf.researchr.org/track/cain-2022/cain-2022" target="_blank" class="text-muted navigate">CAIN 2022</a></span> at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" target="_blank" class="room-link navigate">CAIN main room</a> <a data-toggle="modal" href="#aci-4c7d7066-7513-4d54-859c-9be714d72081"><span title="Information for Participants" class="label label-primary"><span class="glyphicon glyphicon-log-in"></span></span></a><br/> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/janbosch1" target="_blank" class="navigate">Jan Bosch</a><span class="prog-aff"> Chalmers University of Technology</span>, <a href="https://conf.researchr.org/profile/cain-2022/janeclelandhuang" target="_blank" class="navigate">Jane Cleland-Huang</a><span class="prog-aff"> University of Notre Dame</span>, <a href="https://conf.researchr.org/profile/cain-2022/helenaholmstromolsson" target="_blank" class="navigate">Helena Holmström Olsson</a><span class="prog-aff"> Malmö University</span>, <a href="https://conf.researchr.org/profile/cain-2022/ivakrasteva" target="_blank" class="navigate">Iva Krasteva</a><span class="prog-aff"> Sofia University, GATE Institute</span>, <a href="https://conf.researchr.org/profile/cain-2022/lucyellenlwakatare" target="_blank" class="navigate">Lucy Ellen Lwakatare</a><span class="prog-aff"> University of Helsinki</span>, <a href="https://conf.researchr.org/profile/cain-2022/henrymuccini" target="_blank" class="navigate">Henry Muccini</a><span class="prog-aff"> University of L'Aquila, Italy</span>, <a href="https://conf.researchr.org/profile/cain-2022/ipekozkaya" target="_blank" class="navigate">Ipek Ozkaya</a><span class="prog-aff"> Carnegie Mellon Software Engineering Institute</span>, <a href="https://conf.researchr.org/profile/cain-2022/tomzimmermann" target="_blank" class="navigate">Thomas Zimmermann</a><span class="prog-aff"> Microsoft Research</span></small></div></td></tr><tr class="firefox-fix"><td></td><td></td><td></td><td></td></tr></table></div><div class="hidable band hour-6"><table data-facet-date="Mon 16 May 2022" data-facet-date-order="220516" data-facet-room="CAIN main room" data-facet-plenary="Hide plenary sessions" class="table table-condensed session-table"><colgroup width="10px"/><colgroup width="100px"/><colgroup width="10px"/><colgroup width="100%"/><tr class="session-details"><td class="track-color c37"></td><td><div class="slot-label">06:30 - 07:30</div></td><td colspan="2"><div class="session-info-in-table">Quality Assurance<span class="pull-right"><a href="https://conf.researchr.org/track/cain-2022/cain-2022" target="_blank" class="text-muted navigate">CAIN 2022</a></span> at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" target="_blank" class="room-link navigate">CAIN main room</a> <a data-toggle="modal" href="#aci-e87c07d6-f07c-4480-a95f-43c2275b0e3e"><span title="Information for Participants" class="label label-primary"><span class="glyphicon glyphicon-log-in"></span></span></a><br/> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/henrymuccini" target="_blank" class="navigate">Henry Muccini</a><span class="prog-aff"> University of L'Aquila, Italy</span></small></div></td></tr><tr class="firefox-fix"><td></td><td></td><td></td><td></td></tr><tr data-slot-id="57099095-eaef-4950-b2a3-4c9d45bbecf5" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">06:30</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="72f0664a-b726-4840-b074-4ae0ed2df9a1" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="72f0664a-b726-4840-b074-4ae0ed2df9a1">What is Software Quality for AI Engineers? Towards a Thinning of the Fog<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/valentinagolendukhina" class="navigate">Valentina Golendukhina</a><span class="prog-aff"> University of Innsbruck</span>, <a href="https://conf.researchr.org/profile/cain-2022/valentinalenarduzzi" class="navigate">Valentina Lenarduzzi</a><span class="prog-aff"> University of Oulu</span>, <a href="https://conf.researchr.org/profile/cain-2022/michaelfelderer" class="navigate">Michael Felderer</a><span class="prog-aff"> University of Innsbruck</span></div></td></tr><tr data-slot-id="fe95fdeb-59c1-419f-9fc0-2e530a084693" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">06:45</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="e2d21f03-6ad8-4297-a47e-a62be37dee29" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="e2d21f03-6ad8-4297-a47e-a62be37dee29">Exploring ML testing in practice - Lessons learned from an interactive rapid review with Axis Communications<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/qunyingsong" class="navigate">Qunying Song</a><span class="prog-aff"> Lund University</span>, <a href="https://conf.researchr.org/profile/cain-2022/markusborg" class="navigate">Markus Borg</a><span class="prog-aff"> RISE Research Institutes of Sweden</span>, <a href="https://conf.researchr.org/profile/cain-2022/emelieengstrom" class="navigate">Emelie Engstrom</a><span class="prog-aff"> Lund University</span>, <a href="https://conf.researchr.org/profile/cain-2022/hakanardo" class="navigate">Håkan Ardö</a><span class="prog-aff"> Axis Communications, Lund, Sweden</span>, <a href="https://conf.researchr.org/profile/cain-2022/sergiorico" class="navigate">Sergio Rico</a><span class="prog-aff"> Lund University, Sweden</span></div><a href="https://arxiv.org/abs/2203.16225" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> Pre-print</a></td></tr><tr data-slot-id="9fef83bc-6aa3-4781-a9ee-3aebf3060152" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">07:00</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="cf28d247-ee90-405f-a83b-068f09d8a918" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="cf28d247-ee90-405f-a83b-068f09d8a918">Quality Assurance of Generative Dialog Models in an Evolving Conversational Agent Used for Swedish Language Practice<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/markusborg" class="navigate">Markus Borg</a><span class="prog-aff"> RISE Research Institutes of Sweden</span>, <a href="https://conf.researchr.org/profile/cain-2022/johanbengtsson" class="navigate">Johan Bengtsson</a><span class="prog-aff"> Lund University</span>, <a href="https://conf.researchr.org/profile/cain-2022/haraldosterling" class="navigate">Harald Österling</a><span class="prog-aff"> Lund University</span>, <a href="https://conf.researchr.org/profile/cain-2022/alexanderhagelborn" class="navigate">Alexander Hagelborn</a><span class="prog-aff"> NordAxon AB</span>, <a href="https://conf.researchr.org/profile/cain-2022/isabellagagner" class="navigate">Isabella Gagner</a><span class="prog-aff"> NordAxon AB</span>, <a href="https://conf.researchr.org/profile/cain-2022/piotrtomaszewski" class="navigate">Piotr Tomaszewski</a><span class="prog-aff"> RISE Research Institutes of Sweden</span></div></td></tr><tr data-slot-id="91c31a39-4741-4df2-b6e0-45565d613f2c" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">07:15</div><strong>15m</strong></div><div class="event-type">Other</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="76224b39-ba84-41ea-89da-5d6bc0bef4a1" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="76224b39-ba84-41ea-89da-5d6bc0bef4a1">Discussion on Quality Assurance</a></strong><div class="prog-track">CAIN 2022</div><br></td></tr></table></div><div class="hidable band hour-7"><table data-facet-date="Mon 16 May 2022" data-facet-date-order="220516" data-facet-track="CAIN " data-facet-room="CAIN main room" data-facet-plenary="Hide plenary sessions" class="table table-condensed session-table"><colgroup width="10px"/><colgroup width="100px"/><colgroup width="10px"/><colgroup width="100%"/><tr class="session-details"><td class="track-color c37"></td><td><div class="slot-label">07:30 - 07:45</div></td><td colspan="2"><div class="session-info-in-table">Break<span class="pull-right"><a href="https://conf.researchr.org/track/cain-2022/cain-2022" target="_blank" class="text-muted navigate">CAIN 2022</a></span> at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" target="_blank" class="room-link navigate">CAIN main room</a> <a data-toggle="modal" href="#aci-bfd79977-3ca3-459d-9bfa-ea52eb1ac970"><span title="Information for Participants" class="label label-primary"><span class="glyphicon glyphicon-log-in"></span></span></a><br/></div></td></tr><tr class="firefox-fix"><td></td><td></td><td></td><td></td></tr></table></div><div class="hidable band hour-7"><table data-facet-date="Mon 16 May 2022" data-facet-date-order="220516" data-facet-room="CAIN main room" data-facet-plenary="Hide plenary sessions" class="table table-condensed session-table"><colgroup width="10px"/><colgroup width="100px"/><colgroup width="10px"/><colgroup width="100%"/><tr class="session-details"><td class="track-color c37"></td><td><div class="slot-label">07:45 - 09:15</div></td><td colspan="2"><div class="session-info-in-table">Posters<span class="pull-right"><a href="https://conf.researchr.org/track/cain-2022/cain-2022" target="_blank" class="text-muted navigate">CAIN 2022</a></span> at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" target="_blank" class="room-link navigate">CAIN main room</a> <a data-toggle="modal" href="#aci-9b9fb8f6-8cb0-4eac-8e3d-8fd9ad45be57"><span title="Information for Participants" class="label label-primary"><span class="glyphicon glyphicon-log-in"></span></span></a><br/> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/helenaholmstromolsson" target="_blank" class="navigate">Helena Holmström Olsson</a><span class="prog-aff"> Malmö University</span>, <a href="https://conf.researchr.org/profile/cain-2022/ivakrasteva" target="_blank" class="navigate">Iva Krasteva</a><span class="prog-aff"> Sofia University, GATE Institute</span></small></div></td></tr><tr class="firefox-fix"><td></td><td></td><td></td><td></td></tr><tr data-slot-id="c2da5aba-e7bd-4552-9df1-0a6ab19ebd32" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">07:45</div><strong>30m</strong></div><div class="event-type">Other</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="41707f98-7e13-4299-8fa1-ad2cc7ee47c9" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="41707f98-7e13-4299-8fa1-ad2cc7ee47c9">Activity: Networking Shuffle</a></strong><div class="prog-track">CAIN 2022</div><br></td></tr><tr data-slot-id="d79d0fa4-0b37-49ee-8890-dcfccde4f552" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">08:15</div><strong>3m</strong></div><div class="event-type">Poster</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="1b2245e2-373d-440a-82aa-4e93e6758f62" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="1b2245e2-373d-440a-82aa-4e93e6758f62">MLOps: Five Steps to Guide its Effective Implementation<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/beatrizmatsui" class="navigate">Beatriz Matsui</a><span class="prog-aff"> UFABC</span>, <a href="https://conf.researchr.org/profile/cain-2022/denisegoya" class="navigate">Denise Goya</a><span class="prog-aff"> UFABC</span></div></td></tr><tr data-slot-id="8d8d1a80-8a4d-4821-b76e-e5c0e8e9f9d9" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">08:18</div><strong>3m</strong></div><div class="event-type">Poster</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="960fc8e1-0135-4505-baf8-92c4da0c95f1" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="960fc8e1-0135-4505-baf8-92c4da0c95f1">Towards A Methodological Framework for Production-ready AI-based Software Components<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/markushaug" class="navigate">Markus Haug</a><span class="prog-aff"> University of Stuttgart, Institute of Software Engineering, Empirical Software Engineering Group</span>, <a href="https://conf.researchr.org/profile/cain-2022/justusbogner" class="navigate">Justus Bogner</a><span class="prog-aff"> University of Stuttgart, Institute of Software Engineering, Empirical Software Engineering Group</span></div></td></tr><tr data-slot-id="0ae34239-0e54-413f-8eed-ab1033c59e5b" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">08:21</div><strong>3m</strong></div><div class="event-type">Poster</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="2df15ecc-c82f-4b12-9d00-86434b8117c6" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="2df15ecc-c82f-4b12-9d00-86434b8117c6">Preliminary Insights to enable automation of the Software Development Process in Software StartUps. A Investigation Study from the use of Artificial Intelligence and Machine Learning<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/olimarborges" class="navigate">Olimar Borges</a><span class="prog-aff"> PUCRS University</span>, <a href="https://conf.researchr.org/profile/cain-2022/valentinalenarduzzi" class="navigate">Valentina Lenarduzzi</a><span class="prog-aff"> University of Oulu</span>, <a href="https://conf.researchr.org/profile/cain-2022/rafaelprikladnicki" class="navigate">Rafael Prikladnicki</a><span class="prog-aff"> School of Technology at PUCRS University</span></div></td></tr><tr data-slot-id="8b8c5c09-0cc4-4fa2-a0e5-b94c3635fc81" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">08:24</div><strong>3m</strong></div><div class="event-type">Poster</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="6751c6b4-1e22-46f0-9744-ffae5147a193" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="6751c6b4-1e22-46f0-9744-ffae5147a193">Identification of Out-of-Distribution Cases of CNN using Class-Based Surprise Adequacy<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/miramarhaba" class="navigate">Mira Marhaba</a><span class="prog-aff"> Polytechnique Montreal</span>, <a href="https://conf.researchr.org/profile/cain-2022/ettoremerlo" class="navigate">Ettore Merlo</a><span class="prog-aff"> Polytechnique Montreal</span>, <a href="https://conf.researchr.org/profile/cain-2022/foutsekhomh" class="navigate">Foutse Khomh</a><span class="prog-aff"> Polytechnique Montréal</span>, <a href="https://conf.researchr.org/profile/cain-2022/giulianoantoniol" class="navigate">Giuliano Antoniol</a><span class="prog-aff"> Polytechnique Montréal</span></div></td></tr><tr data-slot-id="d8000fac-f8a4-404c-b652-d024475c4d48" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">08:27</div><strong>3m</strong></div><div class="event-type">Poster</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="6386f2af-ac3b-457b-abfa-810c00fca8e9" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="6386f2af-ac3b-457b-abfa-810c00fca8e9">Robust Active Learning: Sample-Efficient Training of Robust Deep Learning Models<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/yuejunguo" class="navigate">Yuejun GUo</a><span class="prog-aff"> Interdisciplinary Centre for Security</span>, <a href="https://conf.researchr.org/profile/cain-2022/qianghu3" class="navigate">Qiang Hu</a><span class="prog-aff"> University of Luxembourg</span>, <a href="https://conf.researchr.org/profile/cain-2022/maximecordy" class="navigate">Maxime Cordy</a><span class="prog-aff"> University of Luxembourg, Luxembourg</span>, <a href="https://conf.researchr.org/profile/cain-2022/mikepapadakis" class="navigate">Mike Papadakis</a><span class="prog-aff"> University of Luxembourg, Luxembourg</span>, <a href="https://conf.researchr.org/profile/cain-2022/yvesletraon" class="navigate">Yves Le Traon</a><span class="prog-aff"> University of Luxembourg, Luxembourg</span></div></td></tr><tr data-slot-id="dd85253c-1ab4-46e5-bf54-16afe8787d71" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">08:30</div><strong>3m</strong></div><div class="event-type">Poster</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="b30598a6-b98b-49f7-9394-78b4341ebba3" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="b30598a6-b98b-49f7-9394-78b4341ebba3">A New Approach for Machine Learning Security Risk Assessment<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/junyajima" class="navigate">Jun Yajima</a><span class="prog-aff"> Fujitsu Limited</span>, <a href="https://conf.researchr.org/profile/cain-2022/makiinui" class="navigate">Maki Inui</a><span class="prog-aff"> Fujitsu Limited</span>, <a href="https://conf.researchr.org/profile/cain-2022/takanorioikawa" class="navigate">Takanori Oikawa</a><span class="prog-aff"> Fujitsu Limited</span>, <a href="https://conf.researchr.org/profile/cain-2022/fumiyoshikasahara" class="navigate">Fumiyoshi Kasahara</a><span class="prog-aff"> Fujitsu Limited</span>, <a href="https://conf.researchr.org/profile/cain-2022/ikuyamorikawa" class="navigate">Ikuya Morikawa</a><span class="prog-aff"> Fujitsu Limited</span>, <a href="https://conf.researchr.org/profile/cain-2022/nobukazuyoshioka" class="navigate">Nobukazu Yoshioka</a><span class="prog-aff"> Waseda University, Japan</span></div><a href="https://conf.researchr.org/details/cain-2022/cain-2022/25/A-New-Approach-for-Machine-Learning-Security-Risk-Assessment" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-paperclip"></span> File Attached</a></td></tr><tr data-slot-id="d39f1837-98dd-4b2e-ba8e-8301e8e3d957" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">08:33</div><strong>3m</strong></div><div class="event-type">Poster</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="595cf1ce-8f57-4cc4-b343-0ca0c0718afd" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="595cf1ce-8f57-4cc4-b343-0ca0c0718afd">TopSelect: A Topology-based Feature Selection Method for Industrial Machine Learning<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/hadilabukwaik" class="navigate">Hadil Abukwaik</a><span class="prog-aff"> ABB Corporate Research</span>, <a href="https://conf.researchr.org/profile/cain-2022/leftersula" class="navigate">Lefter Sula</a><span class="prog-aff"> ABB Corporate Research Center</span>, <a href="https://conf.researchr.org/profile/cain-2022/pablorodriguez" class="navigate">Pablo Rodriguez</a><span class="prog-aff"> ABB</span></div></td></tr><tr data-slot-id="f6e7d27e-385a-49cb-bd17-a4edc7ab7af8" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">08:36</div><strong>3m</strong></div><div class="event-type">Poster</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="a713d65f-9790-4c91-89ba-d5b6ebc093fd" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="a713d65f-9790-4c91-89ba-d5b6ebc093fd">Pynblint: a Static Analyzer for Python Jupyter Notebooks<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/luigiquaranta1" class="navigate">Luigi Quaranta</a><span class="prog-aff"> University of Bari, Italy</span>, <a href="https://conf.researchr.org/profile/cain-2022/fabiocalefato" class="navigate">Fabio Calefato</a><span class="prog-aff"> University of Bari</span>, <a href="https://conf.researchr.org/profile/cain-2022/filippolanubile" class="navigate">Filippo Lanubile</a><span class="prog-aff"> University of Bari</span></div><a href="https://arxiv.org/abs/2205.11934" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> Pre-print</a><a href="https://conf.researchr.org/details/cain-2022/cain-2022/24/Pynblint-a-Static-Analyzer-for-Python-Jupyter-Notebooks" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-paperclip"></span> File Attached</a></td></tr><tr data-slot-id="99ceae73-dcb2-4b11-883c-3e7d71e66772" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">08:39</div><strong>3m</strong></div><div class="event-type">Poster</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="c17a211e-f1ea-4c5b-9e8a-c7e2c452c2fd" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="c17a211e-f1ea-4c5b-9e8a-c7e2c452c2fd">Traceable Business-to-Safety Analysis Framework for Safety-critical Machine Learning Systems<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/jatihiliamsyahhusen" class="navigate">Jati Hiliamsyah Husen</a><span class="prog-aff"> Waseda University</span>, <a href="https://conf.researchr.org/profile/cain-2022/hironoriwashizaki" class="navigate">Hironori Washizaki</a><span class="prog-aff"> Waseda University</span>, <a href="https://conf.researchr.org/profile/cain-2022/hnintun" class="navigate">Hnin Thandar Tun</a><span class="prog-aff"> Waseda University</span>, <a href="https://conf.researchr.org/profile/cain-2022/nobukazuyoshioka" class="navigate">Nobukazu Yoshioka</a><span class="prog-aff"> Waseda University, Japan</span>, <a href="https://conf.researchr.org/profile/cain-2022/hironoritakeuchi" class="navigate">Hironori Takeuchi</a><span class="prog-aff"> Musashi University</span>, <a href="https://conf.researchr.org/profile/cain-2022/yoshiakifukazawa" class="navigate">Yoshiaki Fukazawa</a><span class="prog-aff"> Waseda University</span></div><a href="https://conf.researchr.org/details/cain-2022/cain-2022/31/Traceable-Business-to-Safety-Analysis-Framework-for-Safety-critical-Machine-Learning-" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-film"></span> Media Attached</a><a href="https://conf.researchr.org/details/cain-2022/cain-2022/31/Traceable-Business-to-Safety-Analysis-Framework-for-Safety-critical-Machine-Learning-" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-paperclip"></span> File Attached</a></td></tr><tr data-slot-id="61a54791-ee04-402c-b041-b116074dbf48" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">08:42</div><strong>3m</strong></div><div class="event-type">Poster</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="afe9ebd7-18d4-4105-8095-9d191ce85ac5" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="afe9ebd7-18d4-4105-8095-9d191ce85ac5">Structural Causal Models as Boundary Objects in AI System Development<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/hansmartinheyn" class="navigate">Hans-Martin Heyn</a><span class="prog-aff"> University of Gothenburg & Chalmers University of Technology</span>, <a href="https://conf.researchr.org/profile/cain-2022/ericknauss" class="navigate">Eric Knauss</a><span class="prog-aff"> Chalmers | University of Gothenburg</span></div></td></tr><tr data-slot-id="115b6d67-9a6d-4fa4-8e21-27bc5877de25" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">08:45</div><strong>30m</strong></div><div class="event-type">Other</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="cf931092-b7f2-4553-8ba3-19757fec872b" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="cf931092-b7f2-4553-8ba3-19757fec872b">Poster Visits</a></strong><div class="prog-track">CAIN 2022</div><br></td></tr></table></div><div class="hidable band hour-9"><table data-facet-date="Mon 16 May 2022" data-facet-date-order="220516" data-facet-track="CAIN " data-facet-room="CAIN main room" data-facet-plenary="Hide plenary sessions" class="table table-condensed session-table"><colgroup width="10px"/><colgroup width="100px"/><colgroup width="10px"/><colgroup width="100%"/><tr class="session-details"><td class="track-color c37"></td><td><div class="slot-label">09:15 - 09:30</div></td><td colspan="2"><div class="session-info-in-table">Break<span class="pull-right"><a href="https://conf.researchr.org/track/cain-2022/cain-2022" target="_blank" class="text-muted navigate">CAIN 2022</a></span> at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" target="_blank" class="room-link navigate">CAIN main room</a> <a data-toggle="modal" href="#aci-c814c917-8102-4830-998a-1e2a2f7da5ea"><span title="Information for Participants" class="label label-primary"><span class="glyphicon glyphicon-log-in"></span></span></a><br/></div></td></tr><tr class="firefox-fix"><td></td><td></td><td></td><td></td></tr></table></div><div class="hidable band hour-9"><table data-facet-date="Mon 16 May 2022" data-facet-date-order="220516" data-facet-room="CAIN main room" data-facet-plenary="Hide plenary sessions" class="table table-condensed session-table"><colgroup width="10px"/><colgroup width="100px"/><colgroup width="10px"/><colgroup width="100%"/><tr class="session-details"><td class="track-color c37"></td><td><div class="slot-label">09:30 - 11:00</div></td><td colspan="2"><div class="session-info-in-table">Training & Learning<span class="pull-right"><a href="https://conf.researchr.org/track/cain-2022/cain-2022" target="_blank" class="text-muted navigate">CAIN 2022</a></span> at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" target="_blank" class="room-link navigate">CAIN main room</a> <a data-toggle="modal" href="#aci-c81f418a-123d-40d3-b718-d11c6db45203"><span title="Information for Participants" class="label label-primary"><span class="glyphicon glyphicon-log-in"></span></span></a><br/> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/janbosch1" target="_blank" class="navigate">Jan Bosch</a><span class="prog-aff"> Chalmers University of Technology</span></small></div></td></tr><tr class="firefox-fix"><td></td><td></td><td></td><td></td></tr><tr data-slot-id="baebf6cb-7236-41d2-bcf0-b135a2703f98" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">09:30</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="79b04a68-f6f5-427d-be3d-8e98f28eab65" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="79b04a68-f6f5-427d-be3d-8e98f28eab65">An Empirical Evaluation of Flow Based Programming in the Machine Learning Deployment Context<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/andreipaleyes" class="navigate">Andrei Paleyes</a><span class="prog-aff"> Department of Computer Science and Technology, Univesity of Cambridge</span>, <a href="https://conf.researchr.org/profile/cain-2022/christiancabrera" class="navigate">Christian Cabrera</a><span class="prog-aff"> Department of Computer Science and Technology, Univesity of Cambridge</span>, <a href="https://conf.researchr.org/profile/cain-2022/neildlawrence" class="navigate">Neil D. Lawrence</a><span class="prog-aff"> Department of Computer Science and Technology, Univesity of Cambridge</span></div><a href="https://arxiv.org/abs/2204.12781" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> Pre-print</a><a href="https://conf.researchr.org/details/cain-2022/cain-2022/13/An-Empirical-Evaluation-of-Flow-Based-Programming-in-the-Machine-Learning-Deployment-" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-film"></span> Media Attached</a></td></tr><tr data-slot-id="1c08b577-777e-4d7d-8436-711d5f25a5df" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">09:45</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="18e24777-2b14-4eae-b18f-c11bd8543278" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="18e24777-2b14-4eae-b18f-c11bd8543278">Automatic Checkpointing and Deterministic Training for Deep Learning<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/xiangzhexu" class="navigate">Xiangzhe Xu</a><span class="prog-aff"> Purdue University</span>, <a href="https://conf.researchr.org/profile/cain-2022/hongyuliu" class="navigate">Hongyu Liu</a><span class="prog-aff"> Huawei Galois Lab, China</span>, <a href="https://conf.researchr.org/profile/cain-2022/guanhongtao" class="navigate">Guanhong Tao</a><span class="prog-aff"> Purdue University, USA</span>, <a href="https://conf.researchr.org/profile/cain-2022/zhouxuan" class="navigate">Zhou Xuan</a><span class="prog-aff"> Purdue University</span>, <a href="https://conf.researchr.org/profile/cain-2022/xiangyuzhang" class="navigate">Xiangyu Zhang</a><span class="prog-aff"> Purdue University</span></div></td></tr><tr data-slot-id="269a29b0-ce87-4592-98c3-fe70f94c59fe" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">10:00</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="8c4fb9f7-ae3e-4eb4-8eb4-e805a1feeabf" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="8c4fb9f7-ae3e-4eb4-8eb4-e805a1feeabf">Influence-Driven Data Poisoning in Graph-Based Semi-Supervised Classifiers<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/adrianofranci" class="navigate">Adriano Franci</a><span class="prog-aff"> University of Luxembourg</span>, <a href="https://conf.researchr.org/profile/cain-2022/maximecordy" class="navigate">Maxime Cordy</a><span class="prog-aff"> University of Luxembourg, Luxembourg</span>, <a href="https://conf.researchr.org/profile/cain-2022/martingubri" class="navigate">Martin Gubri</a><span class="prog-aff"> University of Luxembourg, Luxembourg</span>, <a href="https://conf.researchr.org/profile/cain-2022/mikepapadakis" class="navigate">Mike Papadakis</a><span class="prog-aff"> University of Luxembourg, Luxembourg</span>, <a href="https://conf.researchr.org/profile/cain-2022/yvesletraon" class="navigate">Yves Le Traon</a><span class="prog-aff"> University of Luxembourg, Luxembourg</span></div></td></tr><tr data-slot-id="86826cf1-c9c1-4095-ac16-deef32ff817b" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">10:15</div><strong>15m</strong></div><div class="event-type">Industry talk</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="31d8c5a5-fcd1-46f3-bcf9-8204e86306e9" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="31d8c5a5-fcd1-46f3-bcf9-8204e86306e9">Engineering a Platform for Reinforcement Learning Workloads<span class="pull-right"><span data-facet-badge="Industry Talk" class="output-badge" style="max-width:40px;"><span class="label-primary label">Industry Talk</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/alikanso1" class="navigate">Ali Kanso</a><span class="prog-aff"> Microsoft</span>, <a href="https://conf.researchr.org/profile/cain-2022/kinshumanpatra" class="navigate">Kinshuman Patra</a><span class="prog-aff"> Microsoft</span></div></td></tr><tr data-slot-id="a460d9a6-396f-4983-ab6f-c392c948e72c" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">10:30</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="07ce0456-a1d6-4a05-b6dc-5fabadc32f54" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="07ce0456-a1d6-4a05-b6dc-5fabadc32f54">Method Cards for Prescriptive Machine-Learning Transparency<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/davidadkins" class="navigate">David Adkins</a><span class="prog-aff"> Meta AI</span>, <a href="https://conf.researchr.org/profile/cain-2022/bilalalsallakh" class="navigate">Bilal Alsallakh</a><span class="prog-aff"> Meta AI</span>, <a href="https://conf.researchr.org/profile/cain-2022/adeelcheema" class="navigate">Adeel Cheema</a><span class="prog-aff"> Meta AI</span>, <a href="https://conf.researchr.org/profile/cain-2022/narinekokhlikyan" class="navigate">Narine Kokhlikyan</a><span class="prog-aff"> Meta AI</span>, <a href="https://conf.researchr.org/profile/cain-2022/emilymcreynolds" class="navigate">Emily McReynolds</a><span class="prog-aff"> Meta AI</span>, <a href="https://conf.researchr.org/profile/cain-2022/pushkarmishra" class="navigate">Pushkar Mishra</a><span class="prog-aff"> Meta AI</span>, <a href="https://conf.researchr.org/profile/cain-2022/chavezprocope" class="navigate">Chavez Procope</a><span class="prog-aff"> Meta AI</span>, <a href="https://conf.researchr.org/profile/cain-2022/jeremysawruk" class="navigate">Jeremy Sawruk</a><span class="prog-aff"> Meta AI</span>, <a href="https://conf.researchr.org/profile/cain-2022/erinwang" class="navigate">Erin Wang</a><span class="prog-aff"> Meta AI</span>, <a href="https://conf.researchr.org/profile/cain-2022/polinazvyagina" class="navigate">Polina Zvyagina</a><span class="prog-aff"> Meta AI</span></div></td></tr><tr data-slot-id="8fb8bace-9ebc-4c5c-bce0-eaafb9b57234" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">10:45</div><strong>15m</strong></div><div class="event-type">Other</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="850381b3-2694-4db1-aae5-c6b77f1726ab" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="850381b3-2694-4db1-aae5-c6b77f1726ab">Discussion on Training & Learning</a></strong><div class="prog-track">CAIN 2022</div><br></td></tr></table></div><div class="hidable band hour-11"><table data-facet-date="Mon 16 May 2022" data-facet-date-order="220516" data-facet-track="CAIN " data-facet-room="CAIN main room" data-facet-plenary="Hide plenary sessions" class="table table-condensed session-table"><colgroup width="10px"/><colgroup width="100px"/><colgroup width="10px"/><colgroup width="100%"/><tr class="session-details"><td class="track-color c37"></td><td><div class="slot-label">11:00 - 11:15</div></td><td colspan="2"><div class="session-info-in-table">Break<span class="pull-right"><a href="https://conf.researchr.org/track/cain-2022/cain-2022" target="_blank" class="text-muted navigate">CAIN 2022</a></span> at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" target="_blank" class="room-link navigate">CAIN main room</a> <a data-toggle="modal" href="#aci-8bacb8dc-e58b-4152-978e-36f902abc891"><span title="Information for Participants" class="label label-primary"><span class="glyphicon glyphicon-log-in"></span></span></a><br/></div></td></tr><tr class="firefox-fix"><td></td><td></td><td></td><td></td></tr></table></div><div class="hidable band hour-11"><table data-facet-date="Mon 16 May 2022" data-facet-date-order="220516" data-facet-room="CAIN main room" data-facet-plenary="Hide plenary sessions" class="table table-condensed session-table"><colgroup width="10px"/><colgroup width="100px"/><colgroup width="10px"/><colgroup width="100%"/><tr class="session-details"><td class="track-color c37"></td><td><div class="slot-label">11:15 - 12:15</div></td><td colspan="2"><div class="session-info-in-table">Keynote Christopher Re<span class="pull-right"><a href="https://conf.researchr.org/track/cain-2022/cain-2022" target="_blank" class="text-muted navigate">CAIN 2022</a></span> at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" target="_blank" class="room-link navigate">CAIN main room</a> <a data-toggle="modal" href="#aci-59857c24-12cd-4535-a7da-cf59d79acd20"><span title="Information for Participants" class="label label-primary"><span class="glyphicon glyphicon-log-in"></span></span></a><br/> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/tomzimmermann" target="_blank" class="navigate">Thomas Zimmermann</a><span class="prog-aff"> Microsoft Research</span></small></div></td></tr><tr class="firefox-fix"><td></td><td></td><td></td><td></td></tr><tr data-slot-id="636e218f-472d-407e-89ac-067c3a25b9f3" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">11:15</div><strong>60m</strong></div><div class="event-type">Keynote</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="dfb765f6-b63c-4453-86bd-ac91a447be6d" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="dfb765f6-b63c-4453-86bd-ac91a447be6d">Software 2.0, Foundation Models, Data-Centric AI, and why I’m excited enough to tolerate these buzzwords</a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/christopherre" class="navigate">Christopher Ré</a><span class="prog-aff"> </span></div></td></tr></table></div></div><div class="hidable day-wrapper"><h4 class="day-header sticky-top"><div><div>Tue 17 May</div><p></p><div class="time-zone-info"><small class="text-muted">Displayed time zone: <strong>Eastern Time (US & Canada)</strong> <small class="control-time-zone"><a data-toggle="modal" href="#userProgramSettings">change</a></small></small></div></div></h4><div class="hidable band hour-6"><table data-facet-date="Tue 17 May 2022" data-facet-date-order="220517" data-facet-room="CAIN main room" data-facet-plenary="Hide plenary sessions" class="table table-condensed session-table"><colgroup width="10px"/><colgroup width="100px"/><colgroup width="10px"/><colgroup width="100%"/><tr class="session-details"><td class="track-color c37"></td><td><div class="slot-label">06:00 - 07:30</div></td><td colspan="2"><div class="session-info-in-table">AI Engineering Practices<span class="pull-right"><a href="https://conf.researchr.org/track/cain-2022/cain-2022" target="_blank" class="text-muted navigate">CAIN 2022</a></span> at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" target="_blank" class="room-link navigate">CAIN main room</a> <a data-toggle="modal" href="#aci-6084fba8-de5a-4924-bca7-bfae0b45e8f7"><span title="Information for Participants" class="label label-primary"><span class="glyphicon glyphicon-log-in"></span></span></a><br/> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/ipekozkaya" target="_blank" class="navigate">Ipek Ozkaya</a><span class="prog-aff"> Carnegie Mellon Software Engineering Institute</span></small></div></td></tr><tr class="firefox-fix"><td></td><td></td><td></td><td></td></tr><tr data-slot-id="4f1a1cf2-ea1a-4432-befb-4e8e03200472" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">06:00</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="55073a09-9661-4d3b-830c-79339a570549" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="55073a09-9661-4d3b-830c-79339a570549">Towards a Roadmap for Software Engineering for Responsible AI<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/qinghualu" class="navigate">Qinghua Lu</a><span class="prog-aff"> CSIRO’s Data61</span>, <a href="https://conf.researchr.org/profile/cain-2022/limingzhu" class="navigate">Liming Zhu</a><span class="prog-aff"> CSIRO’s Data61; UNSW</span>, <a href="https://conf.researchr.org/profile/cain-2022/xiweixu" class="navigate">Xiwei (Sherry) Xu</a><span class="prog-aff"> CSIRO Data61</span>, <a href="https://conf.researchr.org/profile/cain-2022/jonwhittle" class="navigate">Jon Whittle</a><span class="prog-aff"> CSIRO's Data61 and Monash University</span>, <a href="https://conf.researchr.org/profile/cain-2022/zhenchangxing" class="navigate">Zhenchang Xing</a><span class="prog-aff"> Australian National University</span></div></td></tr><tr data-slot-id="40fbb7f2-ffe0-4a08-b20b-5e6426b7ab3f" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">06:15</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="ec86dc05-282c-43e9-8a4a-10f589c62123" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="ec86dc05-282c-43e9-8a4a-10f589c62123">AI Governance in the System Development Life Cycle: Insights on Responsible Machine Learning Engineering<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/samulilaato" class="navigate">Samuli Laato</a><span class="prog-aff"> University of Turku</span>, <a href="https://conf.researchr.org/profile/cain-2022/teemubirkstedt" class="navigate">Teemu Birkstedt</a><span class="prog-aff"> University of Turku</span>, <a href="https://conf.researchr.org/profile/cain-2022/mattimantymaki" class="navigate">Matti Mäntymäki</a><span class="prog-aff"> University of Turku</span>, <a href="https://conf.researchr.org/profile/cain-2022/mattiminkkinen" class="navigate">Matti Minkkinen</a><span class="prog-aff"> University of Turku</span>, <a href="https://conf.researchr.org/profile/cain-2022/tommimikkonen2" class="navigate">Tommi Mikkonen</a><span class="prog-aff"> University of Helsinki</span></div></td></tr><tr data-slot-id="62dc0def-b378-47bd-8b31-f474f69fd742" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">06:30</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="26d73a68-d6a7-491a-8f67-1c5ccbb61366" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="26d73a68-d6a7-491a-8f67-1c5ccbb61366">The Goldilocks Framework: Towards Selecting the Optimal Approach to Conducting AI Projects<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/rimmadzhusupova" class="navigate">Rimma Dzhusupova</a><span class="prog-aff"> McDermott</span>, <a href="https://conf.researchr.org/profile/cain-2022/janbosch1" class="navigate">Jan Bosch</a><span class="prog-aff"> Chalmers University of Technology</span>, <a href="https://conf.researchr.org/profile/cain-2022/helenaholmstromolsson" class="navigate">Helena Holmström Olsson</a><span class="prog-aff"> Malmö University</span></div></td></tr><tr data-slot-id="abc745b7-8f68-48bf-8964-946b5d030f90" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">06:45</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="5b929cb6-6cde-494c-91ac-4137770c3c92" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="5b929cb6-6cde-494c-91ac-4137770c3c92">What Is an AI Engineer? An Empirical Analysis of Job Ads in the Netherlands<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/marcelmeesters" class="navigate">Marcel Meesters</a><span class="prog-aff"> Fontys University of Applied Sciences</span>, <a href="https://conf.researchr.org/profile/cain-2022/petraheck" class="navigate">Petra Heck</a><span class="prog-aff"> Fontys University of Applied Sciences</span>, <a href="https://conf.researchr.org/profile/cain-2022/aserebrenik" class="navigate">Alexander Serebrenik</a><span class="prog-aff"> Eindhoven University of Technology</span></div><a href="https://www.win.tue.nl/~aserebre/CAIN2022.pdf" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> Pre-print</a></td></tr><tr data-slot-id="249a3802-657c-4f51-a292-4f9cbed4f98a" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">07:00</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="3ac5fc0d-82d0-42c6-818d-72c29c3c7256" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="3ac5fc0d-82d0-42c6-818d-72c29c3c7256">Data is about Detail: An Empirical Investigation for Software Systems with NLP at Core<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/anmolsinghal" class="navigate">Anmol Singhal</a><span class="prog-aff"> TCS Research</span>, <a href="https://conf.researchr.org/profile/cain-2022/preethuroseanish" class="navigate">Preethu Rose Anish</a><span class="prog-aff"> TCS Research</span>, <a href="https://conf.researchr.org/profile/cain-2022/pratiksonar" class="navigate">Pratik Sonar</a><span class="prog-aff"> TCS Research</span>, <a href="https://conf.researchr.org/profile/cain-2022/smitaghaisas" class="navigate">Smita Ghaisas</a><span class="prog-aff"> TCS Research</span></div><a href="https://conf.researchr.org/details/cain-2022/cain-2022/16/Data-is-about-Detail-An-Empirical-Investigation-for-Software-Systems-with-NLP-at-Cor" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-paperclip"></span> File Attached</a></td></tr><tr data-slot-id="8dd8f0a1-4eed-4bec-b5b4-b0dc12ddbdd3" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">07:15</div><strong>15m</strong></div><div class="event-type">Other</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="94a48135-0862-4e3c-8667-79dee482b4e3" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="94a48135-0862-4e3c-8667-79dee482b4e3">Discussion on AI Engineering Practices</a></strong><div class="prog-track">CAIN 2022</div><br></td></tr></table></div><div class="hidable band hour-7"><table data-facet-date="Tue 17 May 2022" data-facet-date-order="220517" data-facet-track="CAIN " data-facet-room="CAIN main room" data-facet-plenary="Hide plenary sessions" class="table table-condensed session-table"><colgroup width="10px"/><colgroup width="100px"/><colgroup width="10px"/><colgroup width="100%"/><tr class="session-details"><td class="track-color c37"></td><td><div class="slot-label">07:30 - 07:45</div></td><td colspan="2"><div class="session-info-in-table">Break<span class="pull-right"><a href="https://conf.researchr.org/track/cain-2022/cain-2022" target="_blank" class="text-muted navigate">CAIN 2022</a></span> at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" target="_blank" class="room-link navigate">CAIN main room</a> <a data-toggle="modal" href="#aci-db96f2e3-1196-408e-aec0-16996e57ac81"><span title="Information for Participants" class="label label-primary"><span class="glyphicon glyphicon-log-in"></span></span></a><br/></div></td></tr><tr class="firefox-fix"><td></td><td></td><td></td><td></td></tr></table></div><div class="hidable band hour-7"><table data-facet-date="Tue 17 May 2022" data-facet-date-order="220517" data-facet-room="CAIN main room" data-facet-plenary="Hide plenary sessions" class="table table-condensed session-table"><colgroup width="10px"/><colgroup width="100px"/><colgroup width="10px"/><colgroup width="100%"/><tr class="session-details"><td class="track-color c37"></td><td><div class="slot-label">07:45 - 09:15</div></td><td colspan="2"><div class="session-info-in-table">AI Models & Pipelines<span class="pull-right"><a href="https://conf.researchr.org/track/cain-2022/cain-2022" target="_blank" class="text-muted navigate">CAIN 2022</a></span> at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" target="_blank" class="room-link navigate">CAIN main room</a> <a data-toggle="modal" href="#aci-a9cbfaa5-d99e-4d0c-8483-e2ca5392a663"><span title="Information for Participants" class="label label-primary"><span class="glyphicon glyphicon-log-in"></span></span></a><br/> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/lucyellenlwakatare" target="_blank" class="navigate">Lucy Ellen Lwakatare</a><span class="prog-aff"> University of Helsinki</span></small></div></td></tr><tr class="firefox-fix"><td></td><td></td><td></td><td></td></tr><tr data-slot-id="9ee4140e-b539-4f0f-a443-a4ff9a3c97f8" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">07:45</div><strong>15m</strong></div><div class="event-type">Industry talk</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="115e6676-6ff1-4a57-a042-9dc80529101b" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="115e6676-6ff1-4a57-a042-9dc80529101b">Practical Insights of Repairing Model Problems on Image Classification<span class="pull-right"><span data-facet-badge="Industry Talk" class="output-badge" style="max-width:40px;"><span class="label-primary label">Industry Talk</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/akihitoyoshii" class="navigate">Akihito Yoshii</a><span class="prog-aff"> Fujitsu Limited</span>, <a href="https://conf.researchr.org/profile/cain-2022/susumutokumoto" class="navigate">Susumu Tokumoto</a><span class="prog-aff"> Fujitsu Limited</span>, <a href="https://conf.researchr.org/profile/cain-2022/fuyukiishikawa" class="navigate">Fuyuki Ishikawa</a><span class="prog-aff"> National Institute of Informatics</span></div></td></tr><tr data-slot-id="9daa3f8f-d588-48ed-87ad-4aa1613f2333" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">08:00</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="888961ab-49fd-45d8-9490-0f76ebd60bb0" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="888961ab-49fd-45d8-9490-0f76ebd60bb0">UDAVA: An Unsupervised Learning Pipeline for Sensor Data Validation in Manufacturing<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/erikjohanneshusom" class="navigate">Erik Johannes Husom</a><span class="prog-aff"> SINTEF Digital</span>, <a href="https://conf.researchr.org/profile/cain-2022/simeontverdal" class="navigate">Simeon Tverdal</a><span class="prog-aff"> SINTEF Digital</span>, <a href="https://conf.researchr.org/profile/cain-2022/ardagoknil1" class="navigate">Arda Goknil</a><span class="prog-aff"> SINTEF Digital</span>, <a href="https://conf.researchr.org/profile/cain-2022/sagarsen1" class="navigate">Sagar Sen</a><span class="prog-aff"> </span></div></td></tr><tr data-slot-id="1cceb33e-c974-44eb-b8c2-2469dd8a901a" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">08:15</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="3c7d69f1-deab-4213-94c1-881612a2b263" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="3c7d69f1-deab-4213-94c1-881612a2b263">Black-Box Models for Non-Functional Properties of AI Software Systems<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/danielfriesel" class="navigate">Daniel Friesel</a><span class="prog-aff"> Universität Osnabrück</span>, <a href="https://conf.researchr.org/profile/cain-2022/olafspinczyk" class="navigate">Olaf Spinczyk</a><span class="prog-aff"> Universität Osnabrück</span></div><a href="https://doi.org/10.1145/3522664.3528602" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> DOI</a><a href="https://ess.cs.uos.de/static/papers/Friesel-2022-CAIN.pdf" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> Pre-print</a></td></tr><tr data-slot-id="6d80610a-4db4-4f48-a236-866feb08652c" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">08:30</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="529a71bf-e5aa-4fd0-8f6e-888e9aab165a" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="529a71bf-e5aa-4fd0-8f6e-888e9aab165a">Improving Generalizability of ML-enabled Software through Domain Specification<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/hamedbarzamini1" class="navigate">Hamed Barzamini</a><span class="prog-aff"> </span>, <a href="https://conf.researchr.org/profile/cain-2022/monarahimi" class="navigate">Mona Rahimi</a><span class="prog-aff"> Northern Illinois University</span>, <a href="https://conf.researchr.org/profile/cain-2022/murtuzashahzad" class="navigate">Murtuza Shahzad</a><span class="prog-aff"> Northern Illinois University</span>, <a href="https://conf.researchr.org/profile/cain-2022/hamedalhoori" class="navigate">Hamed Alhoori</a><span class="prog-aff"> Northern Illinois University</span></div></td></tr><tr data-slot-id="d232524f-eb1d-4089-a71a-28bc18307103" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">08:45</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="ef095e1a-5782-47f1-a213-c3ab320a0252" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="ef095e1a-5782-47f1-a213-c3ab320a0252">Data Sovereignty for AI Pipelines: Lessons Learned from an Industrial Project at Mondragon Corporation<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/marcelaltendeitering" class="navigate">Marcel Altendeitering</a><span class="prog-aff"> Fraunhofer ISST</span>, <a href="https://conf.researchr.org/profile/cain-2022/juliapampus" class="navigate">Julia Pampus</a><span class="prog-aff"> Fraunhofer ISST</span>, <a href="https://conf.researchr.org/profile/cain-2022/felixlarrinaga" class="navigate">Felix Larrinaga</a><span class="prog-aff"> Mondragon Unibertsitatea</span>, <a href="https://conf.researchr.org/profile/cain-2022/jonlegaristi" class="navigate">Jon Legaristi</a><span class="prog-aff"> Mondragon Unibertsitatea</span>, <a href="https://conf.researchr.org/profile/cain-2022/falkhowar" class="navigate">Falk Howar</a><span class="prog-aff"> TU Dortmund University</span></div><a href="https://conf.researchr.org/details/cain-2022/cain-2022/5/Data-Sovereignty-for-AI-Pipelines-Lessons-Learned-from-an-Industrial-Project-at-Mond" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-paperclip"></span> File Attached</a></td></tr><tr data-slot-id="5c8873e2-416b-4e0b-921f-e22b61a7bd4b" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">09:00</div><strong>15m</strong></div><div class="event-type">Other</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="3e6c7de2-77af-478c-b12d-600b2ea3658a" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="3e6c7de2-77af-478c-b12d-600b2ea3658a">Discussion on AI Models & Pipelines</a></strong><div class="prog-track">CAIN 2022</div><br></td></tr></table></div><div class="hidable band hour-9"><table data-facet-date="Tue 17 May 2022" data-facet-date-order="220517" data-facet-track="CAIN " data-facet-room="CAIN main room" data-facet-plenary="Hide plenary sessions" class="table table-condensed session-table"><colgroup width="10px"/><colgroup width="100px"/><colgroup width="10px"/><colgroup width="100%"/><tr class="session-details"><td class="track-color c37"></td><td><div class="slot-label">09:15 - 09:30</div></td><td colspan="2"><div class="session-info-in-table">Break<span class="pull-right"><a href="https://conf.researchr.org/track/cain-2022/cain-2022" target="_blank" class="text-muted navigate">CAIN 2022</a></span> at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" target="_blank" class="room-link navigate">CAIN main room</a> <a data-toggle="modal" href="#aci-f3246973-6c7a-4643-a922-68da82414d8c"><span title="Information for Participants" class="label label-primary"><span class="glyphicon glyphicon-log-in"></span></span></a><br/></div></td></tr><tr class="firefox-fix"><td></td><td></td><td></td><td></td></tr></table></div><div class="hidable band hour-9"><table data-facet-date="Tue 17 May 2022" data-facet-date-order="220517" data-facet-room="CAIN main room" data-facet-plenary="Hide plenary sessions" class="table table-condensed session-table"><colgroup width="10px"/><colgroup width="100px"/><colgroup width="10px"/><colgroup width="100%"/><tr class="session-details"><td class="track-color c37"></td><td><div class="slot-label">09:30 - 11:00</div></td><td colspan="2"><div class="session-info-in-table">AI Smells<span class="pull-right"><a href="https://conf.researchr.org/track/cain-2022/cain-2022" target="_blank" class="text-muted navigate">CAIN 2022</a></span> at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" target="_blank" class="room-link navigate">CAIN main room</a> <a data-toggle="modal" href="#aci-93dda846-cf06-4869-b2d8-e4d6133973fd"><span title="Information for Participants" class="label label-primary"><span class="glyphicon glyphicon-log-in"></span></span></a><br/> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/ipekozkaya" target="_blank" class="navigate">Ipek Ozkaya</a><span class="prog-aff"> Carnegie Mellon Software Engineering Institute</span>, <a href="https://conf.researchr.org/profile/cain-2022/tomzimmermann" target="_blank" class="navigate">Thomas Zimmermann</a><span class="prog-aff"> Microsoft Research</span></small></div></td></tr><tr class="firefox-fix"><td></td><td></td><td></td><td></td></tr><tr data-slot-id="117841e8-c494-40aa-aac0-448c03beba1f" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">09:30</div><strong>30m</strong></div><div class="event-type">Other</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="74024f94-51e5-4bb2-80d0-faa114701436" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="74024f94-51e5-4bb2-80d0-faa114701436">Activity: Brainwriting</a></strong><div class="prog-track">CAIN 2022</div><br></td></tr><tr data-slot-id="67a2e217-d1f8-42bb-a6ec-24633aba15f5" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">10:00</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="a6496cf1-0d6e-4270-873c-ce24ae0c3a66" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="a6496cf1-0d6e-4270-873c-ce24ae0c3a66">Code Smells for Machine Learning Applications<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/haiyinzhang1" class="navigate">Haiyin Zhang</a><span class="prog-aff"> AI for Fintech Research, ING</span>, <a href="https://conf.researchr.org/profile/cain-2022/luiscruz" class="navigate">Luís Cruz</a><span class="prog-aff"> Deflt University of Technology</span>, <a href="https://conf.researchr.org/profile/cain-2022/arievandeursen" class="navigate">Arie van Deursen</a><span class="prog-aff"> Delft University of Technology, Netherlands</span></div><a href="https://arxiv.org/abs/2203.13746" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> Pre-print</a></td></tr><tr data-slot-id="068a7560-3f03-4d60-86a3-733448f02ddb" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">10:15</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="653aea28-0073-4896-ad80-bc95a000d116" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="653aea28-0073-4896-ad80-bc95a000d116">Data Smells: Categories, Causes and Consequences, and Detection of Suspicious Data in AI-based Systems<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/haraldfoidl1" class="navigate">Harald Foidl</a><span class="prog-aff"> University of Innsbruck</span>, <a href="https://conf.researchr.org/profile/cain-2022/michaelfelderer" class="navigate">Michael Felderer</a><span class="prog-aff"> University of Innsbruck</span>, <a href="https://conf.researchr.org/profile/cain-2022/rudolframler" class="navigate">Rudolf Ramler</a><span class="prog-aff"> Software Competence Center Hagenberg</span></div><a href="https://arxiv.org/abs/2203.10384" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> Pre-print</a></td></tr><tr data-slot-id="a1da01d3-9be8-4e28-bfff-c2f2ada21cf3" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">10:30</div><strong>15m</strong></div><div class="event-type">Research paper</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="fc0c6847-84e2-4897-90e5-bce9bfed4844" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="fc0c6847-84e2-4897-90e5-bce9bfed4844">Data smells in Public Datasets<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/arumoyshome" class="navigate">Arumoy Shome</a><span class="prog-aff"> Delft University of Technology</span>, <a href="https://conf.researchr.org/profile/cain-2022/luiscruz" class="navigate">Luís Cruz</a><span class="prog-aff"> Deflt University of Technology</span>, <a href="https://conf.researchr.org/profile/cain-2022/arievandeursen" class="navigate">Arie van Deursen</a><span class="prog-aff"> Delft University of Technology, Netherlands</span></div><a href="https://arxiv.org/abs/2203.08007" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> Pre-print</a></td></tr><tr data-slot-id="e2329c5d-6988-46be-99c8-5c0aca1582e2" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">10:45</div><strong>15m</strong></div><div class="event-type">Other</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="0e2d0128-d3dd-488a-ba50-0335d96689fb" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="0e2d0128-d3dd-488a-ba50-0335d96689fb">Discussion on Smells in AI</a></strong><div class="prog-track">CAIN 2022</div><br></td></tr></table></div><div class="hidable band hour-11"><table data-facet-date="Tue 17 May 2022" data-facet-date-order="220517" data-facet-track="CAIN " data-facet-room="CAIN main room" data-facet-plenary="Hide plenary sessions" class="table table-condensed session-table"><colgroup width="10px"/><colgroup width="100px"/><colgroup width="10px"/><colgroup width="100%"/><tr class="session-details"><td class="track-color c37"></td><td><div class="slot-label">11:00 - 11:15</div></td><td colspan="2"><div class="session-info-in-table">Break<span class="pull-right"><a href="https://conf.researchr.org/track/cain-2022/cain-2022" target="_blank" class="text-muted navigate">CAIN 2022</a></span> at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" target="_blank" class="room-link navigate">CAIN main room</a> <a data-toggle="modal" href="#aci-1a3a5167-71a9-48f0-9e0a-4fc34b8b2fca"><span title="Information for Participants" class="label label-primary"><span class="glyphicon glyphicon-log-in"></span></span></a><br/></div></td></tr><tr class="firefox-fix"><td></td><td></td><td></td><td></td></tr></table></div><div class="hidable band hour-11"><table data-facet-date="Tue 17 May 2022" data-facet-date-order="220517" data-facet-room="CAIN main room" data-facet-plenary="Hide plenary sessions" class="table table-condensed session-table"><colgroup width="10px"/><colgroup width="100px"/><colgroup width="10px"/><colgroup width="100%"/><tr class="session-details"><td class="track-color c37"></td><td><div class="slot-label">11:15 - 12:15</div></td><td colspan="2"><div class="session-info-in-table">Keynote Saleema Amershi<span class="pull-right"><a href="https://conf.researchr.org/track/cain-2022/cain-2022" target="_blank" class="text-muted navigate">CAIN 2022</a></span> at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" target="_blank" class="room-link navigate">CAIN main room</a> <a data-toggle="modal" href="#aci-b67e4d8e-2edb-4c6f-ae2c-d9e943eb0390"><span title="Information for Participants" class="label label-primary"><span class="glyphicon glyphicon-log-in"></span></span></a><br/> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/janeclelandhuang" target="_blank" class="navigate">Jane Cleland-Huang</a><span class="prog-aff"> University of Notre Dame</span></small></div></td></tr><tr class="firefox-fix"><td></td><td></td><td></td><td></td></tr><tr data-slot-id="b0aa90cc-5cb1-4653-8ad9-e627454303ad" class="hidable"><td class="track-color c37"></td><td class=" text-right"><div class="text-muted"><div class="start-time">11:15</div><strong>60m</strong></div><div class="event-type">Keynote</div><span data-facet-track="CAIN "></span></td><td><span data-event-star="09ee0e30-1f63-4261-8e84-dab171171d89" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><strong><a href="#" data-event-modal="09ee0e30-1f63-4261-8e84-dab171171d89">Challenges in creating responsible and human-centered AI</a></strong><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/saleemaamershi" class="navigate">Saleema Amershi</a><span class="prog-aff"> Microsoft Research</span></div></td></tr></table></div><div class="hidable band hour-12"><table data-facet-date="Tue 17 May 2022" data-facet-date-order="220517" data-facet-track="CAIN " data-facet-room="CAIN main room" data-facet-plenary="Hide plenary sessions" class="table table-condensed session-table"><colgroup width="10px"/><colgroup width="100px"/><colgroup width="10px"/><colgroup width="100%"/><tr class="session-details"><td class="track-color c37"></td><td><div class="slot-label">12:15 - 12:30</div></td><td colspan="2"><div class="session-info-in-table">Closing and Awards<span class="pull-right"><a href="https://conf.researchr.org/track/cain-2022/cain-2022" target="_blank" class="text-muted navigate">CAIN 2022</a></span> at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" target="_blank" class="room-link navigate">CAIN main room</a> <a data-toggle="modal" href="#aci-7f6dfc5f-99e2-4370-9118-2fbc5c3a1579"><span title="Information for Participants" class="label label-primary"><span class="glyphicon glyphicon-log-in"></span></span></a><br/> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/janbosch1" target="_blank" class="navigate">Jan Bosch</a><span class="prog-aff"> Chalmers University of Technology</span>, <a href="https://conf.researchr.org/profile/cain-2022/janeclelandhuang" target="_blank" class="navigate">Jane Cleland-Huang</a><span class="prog-aff"> University of Notre Dame</span>, <a href="https://conf.researchr.org/profile/cain-2022/helenaholmstromolsson" target="_blank" class="navigate">Helena Holmström Olsson</a><span class="prog-aff"> Malmö University</span>, <a href="https://conf.researchr.org/profile/cain-2022/ivakrasteva" target="_blank" class="navigate">Iva Krasteva</a><span class="prog-aff"> Sofia University, GATE Institute</span>, <a href="https://conf.researchr.org/profile/cain-2022/lucyellenlwakatare" target="_blank" class="navigate">Lucy Ellen Lwakatare</a><span class="prog-aff"> University of Helsinki</span>, <a href="https://conf.researchr.org/profile/cain-2022/henrymuccini" target="_blank" class="navigate">Henry Muccini</a><span class="prog-aff"> University of L'Aquila, Italy</span>, <a href="https://conf.researchr.org/profile/cain-2022/ipekozkaya" target="_blank" class="navigate">Ipek Ozkaya</a><span class="prog-aff"> Carnegie Mellon Software Engineering Institute</span>, <a href="https://conf.researchr.org/profile/cain-2022/tomzimmermann" target="_blank" class="navigate">Thomas Zimmermann</a><span class="prog-aff"> Microsoft Research</span></small></div></td></tr><tr class="firefox-fix"><td></td><td></td><td></td><td></td></tr></table></div></div></div><div tabindex="-1" id="aci-4c7d7066-7513-4d54-859c-9be714d72081" class="modal"><div class="modal-dialog "><div class="modal-content"><div class="modal-header"><a data-dismiss="modal" class="close"><span class="glyphicon glyphicon-remove"></span></a><h3>Information for Participants</h3></div><div class="modal-body"><div class="well well-sm"><strong>Mon 16 May 2022 06:00 - 06:30 at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" class="room-link navigate">CAIN main room</a></strong> - <a href="https://conf.researchr.org/track/cain-2022/cain-2022#program" class="navigate">Welcome to CAIN</a> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/janbosch1" target="_blank" class="navigate">Jan Bosch</a>, <a href="https://conf.researchr.org/profile/cain-2022/janeclelandhuang" target="_blank" class="navigate">Jane Cleland-Huang</a>, <a href="https://conf.researchr.org/profile/cain-2022/helenaholmstromolsson" target="_blank" class="navigate">Helena Holmström Olsson</a>, <a href="https://conf.researchr.org/profile/cain-2022/ivakrasteva" target="_blank" class="navigate">Iva Krasteva</a>, <a href="https://conf.researchr.org/profile/cain-2022/lucyellenlwakatare" target="_blank" class="navigate">Lucy Ellen Lwakatare</a>, <a href="https://conf.researchr.org/profile/cain-2022/henrymuccini" target="_blank" class="navigate">Henry Muccini</a>, <a href="https://conf.researchr.org/profile/cain-2022/ipekozkaya" target="_blank" class="navigate">Ipek Ozkaya</a>, <a href="https://conf.researchr.org/profile/cain-2022/tomzimmermann" target="_blank" class="navigate">Thomas Zimmermann</a></small><div class="text-muted">Info for room <strong>CAIN main room</strong>: </div><blockquote class="info-participants"><p><a href="https://in.midspace.app/conference/icse2022/room/59b31836-bd00-4a66-b555-cae0f5d9ead1">Click here to go to the room on Midspace</a></p> </blockquote></div></div><div class="modal-footer"><a href="#" data-dismiss="modal" class="btn btn-default"><span class="glyphicon glyphicon-remove"></span> Close</a></div></div></div></div><div tabindex="-1" id="aci-e87c07d6-f07c-4480-a95f-43c2275b0e3e" class="modal"><div class="modal-dialog "><div class="modal-content"><div class="modal-header"><a data-dismiss="modal" class="close"><span class="glyphicon glyphicon-remove"></span></a><h3>Information for Participants</h3></div><div class="modal-body"><div class="well well-sm"><strong>Mon 16 May 2022 06:30 - 07:30 at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" class="room-link navigate">CAIN main room</a></strong> - <a href="https://conf.researchr.org/track/cain-2022/cain-2022#program" class="navigate">Quality Assurance</a> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/henrymuccini" target="_blank" class="navigate">Henry Muccini</a></small><div class="text-muted">Info for room <strong>CAIN main room</strong>: </div><blockquote class="info-participants"><p><a href="https://in.midspace.app/conference/icse2022/room/59b31836-bd00-4a66-b555-cae0f5d9ead1">Click here to go to the room on Midspace</a></p> </blockquote></div></div><div class="modal-footer"><a href="#" data-dismiss="modal" class="btn btn-default"><span class="glyphicon glyphicon-remove"></span> Close</a></div></div></div></div><div tabindex="-1" id="aci-bfd79977-3ca3-459d-9bfa-ea52eb1ac970" class="modal"><div class="modal-dialog "><div class="modal-content"><div class="modal-header"><a data-dismiss="modal" class="close"><span class="glyphicon glyphicon-remove"></span></a><h3>Information for Participants</h3></div><div class="modal-body"><div class="well well-sm"><strong>Mon 16 May 2022 07:30 - 07:45 at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" class="room-link navigate">CAIN main room</a></strong> - <a href="https://conf.researchr.org/track/cain-2022/cain-2022#program" class="navigate">Break</a><div class="text-muted">Info for room <strong>CAIN main room</strong>: </div><blockquote class="info-participants"><p><a href="https://in.midspace.app/conference/icse2022/room/59b31836-bd00-4a66-b555-cae0f5d9ead1">Click here to go to the room on Midspace</a></p> </blockquote></div></div><div class="modal-footer"><a href="#" data-dismiss="modal" class="btn btn-default"><span class="glyphicon glyphicon-remove"></span> Close</a></div></div></div></div><div tabindex="-1" id="aci-9b9fb8f6-8cb0-4eac-8e3d-8fd9ad45be57" class="modal"><div class="modal-dialog "><div class="modal-content"><div class="modal-header"><a data-dismiss="modal" class="close"><span class="glyphicon glyphicon-remove"></span></a><h3>Information for Participants</h3></div><div class="modal-body"><div class="well well-sm"><strong>Mon 16 May 2022 07:45 - 09:15 at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" class="room-link navigate">CAIN main room</a></strong> - <a href="https://conf.researchr.org/track/cain-2022/cain-2022#program" class="navigate">Posters</a> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/helenaholmstromolsson" target="_blank" class="navigate">Helena Holmström Olsson</a>, <a href="https://conf.researchr.org/profile/cain-2022/ivakrasteva" target="_blank" class="navigate">Iva Krasteva</a></small><div class="text-muted">Info for room <strong>CAIN main room</strong>: </div><blockquote class="info-participants"><p><a href="https://in.midspace.app/conference/icse2022/room/59b31836-bd00-4a66-b555-cae0f5d9ead1">Click here to go to the room on Midspace</a></p> </blockquote></div></div><div class="modal-footer"><a href="#" data-dismiss="modal" class="btn btn-default"><span class="glyphicon glyphicon-remove"></span> Close</a></div></div></div></div><div tabindex="-1" id="aci-c814c917-8102-4830-998a-1e2a2f7da5ea" class="modal"><div class="modal-dialog "><div class="modal-content"><div class="modal-header"><a data-dismiss="modal" class="close"><span class="glyphicon glyphicon-remove"></span></a><h3>Information for Participants</h3></div><div class="modal-body"><div class="well well-sm"><strong>Mon 16 May 2022 09:15 - 09:30 at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" class="room-link navigate">CAIN main room</a></strong> - <a href="https://conf.researchr.org/track/cain-2022/cain-2022#program" class="navigate">Break</a><div class="text-muted">Info for room <strong>CAIN main room</strong>: </div><blockquote class="info-participants"><p><a href="https://in.midspace.app/conference/icse2022/room/59b31836-bd00-4a66-b555-cae0f5d9ead1">Click here to go to the room on Midspace</a></p> </blockquote></div></div><div class="modal-footer"><a href="#" data-dismiss="modal" class="btn btn-default"><span class="glyphicon glyphicon-remove"></span> Close</a></div></div></div></div><div tabindex="-1" id="aci-c81f418a-123d-40d3-b718-d11c6db45203" class="modal"><div class="modal-dialog "><div class="modal-content"><div class="modal-header"><a data-dismiss="modal" class="close"><span class="glyphicon glyphicon-remove"></span></a><h3>Information for Participants</h3></div><div class="modal-body"><div class="well well-sm"><strong>Mon 16 May 2022 09:30 - 11:00 at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" class="room-link navigate">CAIN main room</a></strong> - <a href="https://conf.researchr.org/track/cain-2022/cain-2022#program" class="navigate">Training & Learning</a> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/janbosch1" target="_blank" class="navigate">Jan Bosch</a></small><div class="text-muted">Info for room <strong>CAIN main room</strong>: </div><blockquote class="info-participants"><p><a href="https://in.midspace.app/conference/icse2022/room/59b31836-bd00-4a66-b555-cae0f5d9ead1">Click here to go to the room on Midspace</a></p> </blockquote></div></div><div class="modal-footer"><a href="#" data-dismiss="modal" class="btn btn-default"><span class="glyphicon glyphicon-remove"></span> Close</a></div></div></div></div><div tabindex="-1" id="aci-8bacb8dc-e58b-4152-978e-36f902abc891" class="modal"><div class="modal-dialog "><div class="modal-content"><div class="modal-header"><a data-dismiss="modal" class="close"><span class="glyphicon glyphicon-remove"></span></a><h3>Information for Participants</h3></div><div class="modal-body"><div class="well well-sm"><strong>Mon 16 May 2022 11:00 - 11:15 at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" class="room-link navigate">CAIN main room</a></strong> - <a href="https://conf.researchr.org/track/cain-2022/cain-2022#program" class="navigate">Break</a><div class="text-muted">Info for room <strong>CAIN main room</strong>: </div><blockquote class="info-participants"><p><a href="https://in.midspace.app/conference/icse2022/room/59b31836-bd00-4a66-b555-cae0f5d9ead1">Click here to go to the room on Midspace</a></p> </blockquote></div></div><div class="modal-footer"><a href="#" data-dismiss="modal" class="btn btn-default"><span class="glyphicon glyphicon-remove"></span> Close</a></div></div></div></div><div tabindex="-1" id="aci-59857c24-12cd-4535-a7da-cf59d79acd20" class="modal"><div class="modal-dialog "><div class="modal-content"><div class="modal-header"><a data-dismiss="modal" class="close"><span class="glyphicon glyphicon-remove"></span></a><h3>Information for Participants</h3></div><div class="modal-body"><div class="well well-sm"><strong>Mon 16 May 2022 11:15 - 12:15 at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" class="room-link navigate">CAIN main room</a></strong> - <a href="https://conf.researchr.org/track/cain-2022/cain-2022#program" class="navigate">Keynote Christopher Re</a> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/tomzimmermann" target="_blank" class="navigate">Thomas Zimmermann</a></small><div class="text-muted">Info for room <strong>CAIN main room</strong>: </div><blockquote class="info-participants"><p><a href="https://in.midspace.app/conference/icse2022/room/59b31836-bd00-4a66-b555-cae0f5d9ead1">Click here to go to the room on Midspace</a></p> </blockquote></div></div><div class="modal-footer"><a href="#" data-dismiss="modal" class="btn btn-default"><span class="glyphicon glyphicon-remove"></span> Close</a></div></div></div></div><div tabindex="-1" id="aci-6084fba8-de5a-4924-bca7-bfae0b45e8f7" class="modal"><div class="modal-dialog "><div class="modal-content"><div class="modal-header"><a data-dismiss="modal" class="close"><span class="glyphicon glyphicon-remove"></span></a><h3>Information for Participants</h3></div><div class="modal-body"><div class="well well-sm"><strong>Tue 17 May 2022 06:00 - 07:30 at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" class="room-link navigate">CAIN main room</a></strong> - <a href="https://conf.researchr.org/track/cain-2022/cain-2022#program" class="navigate">AI Engineering Practices</a> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/ipekozkaya" target="_blank" class="navigate">Ipek Ozkaya</a></small><div class="text-muted">Info for room <strong>CAIN main room</strong>: </div><blockquote class="info-participants"><p><a href="https://in.midspace.app/conference/icse2022/room/59b31836-bd00-4a66-b555-cae0f5d9ead1">Click here to go to the room on Midspace</a></p> </blockquote></div></div><div class="modal-footer"><a href="#" data-dismiss="modal" class="btn btn-default"><span class="glyphicon glyphicon-remove"></span> Close</a></div></div></div></div><div tabindex="-1" id="aci-db96f2e3-1196-408e-aec0-16996e57ac81" class="modal"><div class="modal-dialog "><div class="modal-content"><div class="modal-header"><a data-dismiss="modal" class="close"><span class="glyphicon glyphicon-remove"></span></a><h3>Information for Participants</h3></div><div class="modal-body"><div class="well well-sm"><strong>Tue 17 May 2022 07:30 - 07:45 at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" class="room-link navigate">CAIN main room</a></strong> - <a href="https://conf.researchr.org/track/cain-2022/cain-2022#program" class="navigate">Break</a><div class="text-muted">Info for room <strong>CAIN main room</strong>: </div><blockquote class="info-participants"><p><a href="https://in.midspace.app/conference/icse2022/room/59b31836-bd00-4a66-b555-cae0f5d9ead1">Click here to go to the room on Midspace</a></p> </blockquote></div></div><div class="modal-footer"><a href="#" data-dismiss="modal" class="btn btn-default"><span class="glyphicon glyphicon-remove"></span> Close</a></div></div></div></div><div tabindex="-1" id="aci-a9cbfaa5-d99e-4d0c-8483-e2ca5392a663" class="modal"><div class="modal-dialog "><div class="modal-content"><div class="modal-header"><a data-dismiss="modal" class="close"><span class="glyphicon glyphicon-remove"></span></a><h3>Information for Participants</h3></div><div class="modal-body"><div class="well well-sm"><strong>Tue 17 May 2022 07:45 - 09:15 at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" class="room-link navigate">CAIN main room</a></strong> - <a href="https://conf.researchr.org/track/cain-2022/cain-2022#program" class="navigate">AI Models & Pipelines</a> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/lucyellenlwakatare" target="_blank" class="navigate">Lucy Ellen Lwakatare</a></small><div class="text-muted">Info for room <strong>CAIN main room</strong>: </div><blockquote class="info-participants"><p><a href="https://in.midspace.app/conference/icse2022/room/59b31836-bd00-4a66-b555-cae0f5d9ead1">Click here to go to the room on Midspace</a></p> </blockquote></div></div><div class="modal-footer"><a href="#" data-dismiss="modal" class="btn btn-default"><span class="glyphicon glyphicon-remove"></span> Close</a></div></div></div></div><div tabindex="-1" id="aci-f3246973-6c7a-4643-a922-68da82414d8c" class="modal"><div class="modal-dialog "><div class="modal-content"><div class="modal-header"><a data-dismiss="modal" class="close"><span class="glyphicon glyphicon-remove"></span></a><h3>Information for Participants</h3></div><div class="modal-body"><div class="well well-sm"><strong>Tue 17 May 2022 09:15 - 09:30 at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" class="room-link navigate">CAIN main room</a></strong> - <a href="https://conf.researchr.org/track/cain-2022/cain-2022#program" class="navigate">Break</a><div class="text-muted">Info for room <strong>CAIN main room</strong>: </div><blockquote class="info-participants"><p><a href="https://in.midspace.app/conference/icse2022/room/59b31836-bd00-4a66-b555-cae0f5d9ead1">Click here to go to the room on Midspace</a></p> </blockquote></div></div><div class="modal-footer"><a href="#" data-dismiss="modal" class="btn btn-default"><span class="glyphicon glyphicon-remove"></span> Close</a></div></div></div></div><div tabindex="-1" id="aci-93dda846-cf06-4869-b2d8-e4d6133973fd" class="modal"><div class="modal-dialog "><div class="modal-content"><div class="modal-header"><a data-dismiss="modal" class="close"><span class="glyphicon glyphicon-remove"></span></a><h3>Information for Participants</h3></div><div class="modal-body"><div class="well well-sm"><strong>Tue 17 May 2022 09:30 - 11:00 at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" class="room-link navigate">CAIN main room</a></strong> - <a href="https://conf.researchr.org/track/cain-2022/cain-2022#program" class="navigate">AI Smells</a> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/ipekozkaya" target="_blank" class="navigate">Ipek Ozkaya</a>, <a href="https://conf.researchr.org/profile/cain-2022/tomzimmermann" target="_blank" class="navigate">Thomas Zimmermann</a></small><div class="text-muted">Info for room <strong>CAIN main room</strong>: </div><blockquote class="info-participants"><p><a href="https://in.midspace.app/conference/icse2022/room/59b31836-bd00-4a66-b555-cae0f5d9ead1">Click here to go to the room on Midspace</a></p> </blockquote></div></div><div class="modal-footer"><a href="#" data-dismiss="modal" class="btn btn-default"><span class="glyphicon glyphicon-remove"></span> Close</a></div></div></div></div><div tabindex="-1" id="aci-1a3a5167-71a9-48f0-9e0a-4fc34b8b2fca" class="modal"><div class="modal-dialog "><div class="modal-content"><div class="modal-header"><a data-dismiss="modal" class="close"><span class="glyphicon glyphicon-remove"></span></a><h3>Information for Participants</h3></div><div class="modal-body"><div class="well well-sm"><strong>Tue 17 May 2022 11:00 - 11:15 at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" class="room-link navigate">CAIN main room</a></strong> - <a href="https://conf.researchr.org/track/cain-2022/cain-2022#program" class="navigate">Break</a><div class="text-muted">Info for room <strong>CAIN main room</strong>: </div><blockquote class="info-participants"><p><a href="https://in.midspace.app/conference/icse2022/room/59b31836-bd00-4a66-b555-cae0f5d9ead1">Click here to go to the room on Midspace</a></p> </blockquote></div></div><div class="modal-footer"><a href="#" data-dismiss="modal" class="btn btn-default"><span class="glyphicon glyphicon-remove"></span> Close</a></div></div></div></div><div tabindex="-1" id="aci-b67e4d8e-2edb-4c6f-ae2c-d9e943eb0390" class="modal"><div class="modal-dialog "><div class="modal-content"><div class="modal-header"><a data-dismiss="modal" class="close"><span class="glyphicon glyphicon-remove"></span></a><h3>Information for Participants</h3></div><div class="modal-body"><div class="well well-sm"><strong>Tue 17 May 2022 11:15 - 12:15 at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" class="room-link navigate">CAIN main room</a></strong> - <a href="https://conf.researchr.org/track/cain-2022/cain-2022#program" class="navigate">Keynote Saleema Amershi</a> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/janeclelandhuang" target="_blank" class="navigate">Jane Cleland-Huang</a></small><div class="text-muted">Info for room <strong>CAIN main room</strong>: </div><blockquote class="info-participants"><p><a href="https://in.midspace.app/conference/icse2022/room/59b31836-bd00-4a66-b555-cae0f5d9ead1">Click here to go to the room on Midspace</a></p> </blockquote></div></div><div class="modal-footer"><a href="#" data-dismiss="modal" class="btn btn-default"><span class="glyphicon glyphicon-remove"></span> Close</a></div></div></div></div><div tabindex="-1" id="aci-7f6dfc5f-99e2-4370-9118-2fbc5c3a1579" class="modal"><div class="modal-dialog "><div class="modal-content"><div class="modal-header"><a data-dismiss="modal" class="close"><span class="glyphicon glyphicon-remove"></span></a><h3>Information for Participants</h3></div><div class="modal-body"><div class="well well-sm"><strong>Tue 17 May 2022 12:15 - 12:30 at <a href="https://conf.researchr.org/room/cain-2022/icse-2022-virtual-venue-cain-main-room" class="room-link navigate">CAIN main room</a></strong> - <a href="https://conf.researchr.org/track/cain-2022/cain-2022#program" class="navigate">Closing and Awards</a> <small>Chair(s): <a href="https://conf.researchr.org/profile/cain-2022/janbosch1" target="_blank" class="navigate">Jan Bosch</a>, <a href="https://conf.researchr.org/profile/cain-2022/janeclelandhuang" target="_blank" class="navigate">Jane Cleland-Huang</a>, <a href="https://conf.researchr.org/profile/cain-2022/helenaholmstromolsson" target="_blank" class="navigate">Helena Holmström Olsson</a>, <a href="https://conf.researchr.org/profile/cain-2022/ivakrasteva" target="_blank" class="navigate">Iva Krasteva</a>, <a href="https://conf.researchr.org/profile/cain-2022/lucyellenlwakatare" target="_blank" class="navigate">Lucy Ellen Lwakatare</a>, <a href="https://conf.researchr.org/profile/cain-2022/henrymuccini" target="_blank" class="navigate">Henry Muccini</a>, <a href="https://conf.researchr.org/profile/cain-2022/ipekozkaya" target="_blank" class="navigate">Ipek Ozkaya</a>, <a href="https://conf.researchr.org/profile/cain-2022/tomzimmermann" target="_blank" class="navigate">Thomas Zimmermann</a></small><div class="text-muted">Info for room <strong>CAIN main room</strong>: </div><blockquote class="info-participants"><p><a href="https://in.midspace.app/conference/icse2022/room/59b31836-bd00-4a66-b555-cae0f5d9ead1">Click here to go to the room on Midspace</a></p> </blockquote></div></div><div class="modal-footer"><a href="#" data-dismiss="modal" class="btn btn-default"><span class="glyphicon glyphicon-remove"></span> Close</a></div></div></div></div></div></div><div id="event-overview" class="tab-pane "><h3>Accepted Papers</h3><table class="table table-condensed"><colgroup width="5"/><colgroup/><thead><tr><th><span class="glyphicon glyphicon-star"></span></th><th>Title</th></tr></thead><tr><td><span data-event-star="ec86dc05-282c-43e9-8a4a-10f589c62123" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="ec86dc05-282c-43e9-8a4a-10f589c62123">AI Governance in the System Development Life Cycle: Insights on Responsible Machine Learning Engineering<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/samulilaato" class="navigate">Samuli Laato</a>, <a href="https://conf.researchr.org/profile/cain-2022/teemubirkstedt" class="navigate">Teemu Birkstedt</a>, <a href="https://conf.researchr.org/profile/cain-2022/mattimantymaki" class="navigate">Matti Mäntymäki</a>, <a href="https://conf.researchr.org/profile/cain-2022/mattiminkkinen" class="navigate">Matti Minkkinen</a>, <a href="https://conf.researchr.org/profile/cain-2022/tommimikkonen2" class="navigate">Tommi Mikkonen</a></div></td></tr><tr><td><span data-event-star="79b04a68-f6f5-427d-be3d-8e98f28eab65" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="79b04a68-f6f5-427d-be3d-8e98f28eab65">An Empirical Evaluation of Flow Based Programming in the Machine Learning Deployment Context<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/andreipaleyes" class="navigate">Andrei Paleyes</a>, <a href="https://conf.researchr.org/profile/cain-2022/christiancabrera" class="navigate">Christian Cabrera</a>, <a href="https://conf.researchr.org/profile/cain-2022/neildlawrence" class="navigate">Neil D. Lawrence</a></div><a href="https://arxiv.org/abs/2204.12781" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> Pre-print</a><a href="https://conf.researchr.org/details/cain-2022/cain-2022/13/An-Empirical-Evaluation-of-Flow-Based-Programming-in-the-Machine-Learning-Deployment-" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-film"></span> Media Attached</a></td></tr><tr><td><span data-event-star="b30598a6-b98b-49f7-9394-78b4341ebba3" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="b30598a6-b98b-49f7-9394-78b4341ebba3">A New Approach for Machine Learning Security Risk Assessment<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/junyajima" class="navigate">Jun Yajima</a>, <a href="https://conf.researchr.org/profile/cain-2022/makiinui" class="navigate">Maki Inui</a>, <a href="https://conf.researchr.org/profile/cain-2022/takanorioikawa" class="navigate">Takanori Oikawa</a>, <a href="https://conf.researchr.org/profile/cain-2022/fumiyoshikasahara" class="navigate">Fumiyoshi Kasahara</a>, <a href="https://conf.researchr.org/profile/cain-2022/ikuyamorikawa" class="navigate">Ikuya Morikawa</a>, <a href="https://conf.researchr.org/profile/cain-2022/nobukazuyoshioka" class="navigate">Nobukazu Yoshioka</a></div><a href="https://conf.researchr.org/details/cain-2022/cain-2022/25/A-New-Approach-for-Machine-Learning-Security-Risk-Assessment" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-paperclip"></span> File Attached</a></td></tr><tr><td><span data-event-star="18e24777-2b14-4eae-b18f-c11bd8543278" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="18e24777-2b14-4eae-b18f-c11bd8543278">Automatic Checkpointing and Deterministic Training for Deep Learning<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/xiangzhexu" class="navigate">Xiangzhe Xu</a>, <a href="https://conf.researchr.org/profile/cain-2022/hongyuliu" class="navigate">Hongyu Liu</a>, <a href="https://conf.researchr.org/profile/cain-2022/guanhongtao" class="navigate">Guanhong Tao</a>, <a href="https://conf.researchr.org/profile/cain-2022/zhouxuan" class="navigate">Zhou Xuan</a>, <a href="https://conf.researchr.org/profile/cain-2022/xiangyuzhang" class="navigate">Xiangyu Zhang</a></div></td></tr><tr><td><span data-event-star="3c7d69f1-deab-4213-94c1-881612a2b263" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="3c7d69f1-deab-4213-94c1-881612a2b263">Black-Box Models for Non-Functional Properties of AI Software Systems<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/danielfriesel" class="navigate">Daniel Friesel</a>, <a href="https://conf.researchr.org/profile/cain-2022/olafspinczyk" class="navigate">Olaf Spinczyk</a></div><a href="https://doi.org/10.1145/3522664.3528602" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> DOI</a><a href="https://ess.cs.uos.de/static/papers/Friesel-2022-CAIN.pdf" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> Pre-print</a></td></tr><tr><td><span data-event-star="a6496cf1-0d6e-4270-873c-ce24ae0c3a66" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="a6496cf1-0d6e-4270-873c-ce24ae0c3a66">Code Smells for Machine Learning Applications<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/haiyinzhang1" class="navigate">Haiyin Zhang</a>, <a href="https://conf.researchr.org/profile/cain-2022/luiscruz" class="navigate">Luís Cruz</a>, <a href="https://conf.researchr.org/profile/cain-2022/arievandeursen" class="navigate">Arie van Deursen</a></div><a href="https://arxiv.org/abs/2203.13746" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> Pre-print</a></td></tr><tr><td><span data-event-star="3ac5fc0d-82d0-42c6-818d-72c29c3c7256" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="3ac5fc0d-82d0-42c6-818d-72c29c3c7256">Data is about Detail: An Empirical Investigation for Software Systems with NLP at Core<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/anmolsinghal" class="navigate">Anmol Singhal</a>, <a href="https://conf.researchr.org/profile/cain-2022/preethuroseanish" class="navigate">Preethu Rose Anish</a>, <a href="https://conf.researchr.org/profile/cain-2022/pratiksonar" class="navigate">Pratik Sonar</a>, <a href="https://conf.researchr.org/profile/cain-2022/smitaghaisas" class="navigate">Smita Ghaisas</a></div><a href="https://conf.researchr.org/details/cain-2022/cain-2022/16/Data-is-about-Detail-An-Empirical-Investigation-for-Software-Systems-with-NLP-at-Cor" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-paperclip"></span> File Attached</a></td></tr><tr><td><span data-event-star="653aea28-0073-4896-ad80-bc95a000d116" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="653aea28-0073-4896-ad80-bc95a000d116">Data Smells: Categories, Causes and Consequences, and Detection of Suspicious Data in AI-based Systems<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/haraldfoidl1" class="navigate">Harald Foidl</a>, <a href="https://conf.researchr.org/profile/cain-2022/michaelfelderer" class="navigate">Michael Felderer</a>, <a href="https://conf.researchr.org/profile/cain-2022/rudolframler" class="navigate">Rudolf Ramler</a></div><a href="https://arxiv.org/abs/2203.10384" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> Pre-print</a></td></tr><tr><td><span data-event-star="fc0c6847-84e2-4897-90e5-bce9bfed4844" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="fc0c6847-84e2-4897-90e5-bce9bfed4844">Data smells in Public Datasets<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/arumoyshome" class="navigate">Arumoy Shome</a>, <a href="https://conf.researchr.org/profile/cain-2022/luiscruz" class="navigate">Luís Cruz</a>, <a href="https://conf.researchr.org/profile/cain-2022/arievandeursen" class="navigate">Arie van Deursen</a></div><a href="https://arxiv.org/abs/2203.08007" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> Pre-print</a></td></tr><tr><td><span data-event-star="ef095e1a-5782-47f1-a213-c3ab320a0252" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="ef095e1a-5782-47f1-a213-c3ab320a0252">Data Sovereignty for AI Pipelines: Lessons Learned from an Industrial Project at Mondragon Corporation<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/marcelaltendeitering" class="navigate">Marcel Altendeitering</a>, <a href="https://conf.researchr.org/profile/cain-2022/juliapampus" class="navigate">Julia Pampus</a>, <a href="https://conf.researchr.org/profile/cain-2022/felixlarrinaga" class="navigate">Felix Larrinaga</a>, <a href="https://conf.researchr.org/profile/cain-2022/jonlegaristi" class="navigate">Jon Legaristi</a>, <a href="https://conf.researchr.org/profile/cain-2022/falkhowar" class="navigate">Falk Howar</a></div><a href="https://conf.researchr.org/details/cain-2022/cain-2022/5/Data-Sovereignty-for-AI-Pipelines-Lessons-Learned-from-an-Industrial-Project-at-Mond" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-paperclip"></span> File Attached</a></td></tr><tr><td><span data-event-star="31d8c5a5-fcd1-46f3-bcf9-8204e86306e9" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="31d8c5a5-fcd1-46f3-bcf9-8204e86306e9">Engineering a Platform for Reinforcement Learning Workloads<span class="pull-right"><span data-facet-badge="Industry Talk" class="output-badge" style="max-width:40px;"><span class="label-primary label">Industry Talk</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/alikanso1" class="navigate">Ali Kanso</a>, <a href="https://conf.researchr.org/profile/cain-2022/kinshumanpatra" class="navigate">Kinshuman Patra</a></div></td></tr><tr><td><span data-event-star="e2d21f03-6ad8-4297-a47e-a62be37dee29" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="e2d21f03-6ad8-4297-a47e-a62be37dee29">Exploring ML testing in practice - Lessons learned from an interactive rapid review with Axis Communications<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/qunyingsong" class="navigate">Qunying Song</a>, <a href="https://conf.researchr.org/profile/cain-2022/markusborg" class="navigate">Markus Borg</a>, <a href="https://conf.researchr.org/profile/cain-2022/emelieengstrom" class="navigate">Emelie Engstrom</a>, <a href="https://conf.researchr.org/profile/cain-2022/hakanardo" class="navigate">Håkan Ardö</a>, <a href="https://conf.researchr.org/profile/cain-2022/sergiorico" class="navigate">Sergio Rico</a></div><a href="https://arxiv.org/abs/2203.16225" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> Pre-print</a></td></tr><tr><td><span data-event-star="6751c6b4-1e22-46f0-9744-ffae5147a193" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="6751c6b4-1e22-46f0-9744-ffae5147a193">Identification of Out-of-Distribution Cases of CNN using Class-Based Surprise Adequacy<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/miramarhaba" class="navigate">Mira Marhaba</a>, <a href="https://conf.researchr.org/profile/cain-2022/ettoremerlo" class="navigate">Ettore Merlo</a>, <a href="https://conf.researchr.org/profile/cain-2022/foutsekhomh" class="navigate">Foutse Khomh</a>, <a href="https://conf.researchr.org/profile/cain-2022/giulianoantoniol" class="navigate">Giuliano Antoniol</a></div></td></tr><tr><td><span data-event-star="529a71bf-e5aa-4fd0-8f6e-888e9aab165a" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="529a71bf-e5aa-4fd0-8f6e-888e9aab165a">Improving Generalizability of ML-enabled Software through Domain Specification<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/hamedbarzamini1" class="navigate">Hamed Barzamini</a>, <a href="https://conf.researchr.org/profile/cain-2022/monarahimi" class="navigate">Mona Rahimi</a>, <a href="https://conf.researchr.org/profile/cain-2022/murtuzashahzad" class="navigate">Murtuza Shahzad</a>, <a href="https://conf.researchr.org/profile/cain-2022/hamedalhoori" class="navigate">Hamed Alhoori</a></div></td></tr><tr><td><span data-event-star="8c4fb9f7-ae3e-4eb4-8eb4-e805a1feeabf" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="8c4fb9f7-ae3e-4eb4-8eb4-e805a1feeabf">Influence-Driven Data Poisoning in Graph-Based Semi-Supervised Classifiers<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/adrianofranci" class="navigate">Adriano Franci</a>, <a href="https://conf.researchr.org/profile/cain-2022/maximecordy" class="navigate">Maxime Cordy</a>, <a href="https://conf.researchr.org/profile/cain-2022/martingubri" class="navigate">Martin Gubri</a>, <a href="https://conf.researchr.org/profile/cain-2022/mikepapadakis" class="navigate">Mike Papadakis</a>, <a href="https://conf.researchr.org/profile/cain-2022/yvesletraon" class="navigate">Yves Le Traon</a></div></td></tr><tr><td><span data-event-star="07ce0456-a1d6-4a05-b6dc-5fabadc32f54" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="07ce0456-a1d6-4a05-b6dc-5fabadc32f54">Method Cards for Prescriptive Machine-Learning Transparency<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/davidadkins" class="navigate">David Adkins</a>, <a href="https://conf.researchr.org/profile/cain-2022/bilalalsallakh" class="navigate">Bilal Alsallakh</a>, <a href="https://conf.researchr.org/profile/cain-2022/adeelcheema" class="navigate">Adeel Cheema</a>, <a href="https://conf.researchr.org/profile/cain-2022/narinekokhlikyan" class="navigate">Narine Kokhlikyan</a>, <a href="https://conf.researchr.org/profile/cain-2022/emilymcreynolds" class="navigate">Emily McReynolds</a>, <a href="https://conf.researchr.org/profile/cain-2022/pushkarmishra" class="navigate">Pushkar Mishra</a>, <a href="https://conf.researchr.org/profile/cain-2022/chavezprocope" class="navigate">Chavez Procope</a>, <a href="https://conf.researchr.org/profile/cain-2022/jeremysawruk" class="navigate">Jeremy Sawruk</a>, <a href="https://conf.researchr.org/profile/cain-2022/erinwang" class="navigate">Erin Wang</a>, <a href="https://conf.researchr.org/profile/cain-2022/polinazvyagina" class="navigate">Polina Zvyagina</a></div></td></tr><tr><td><span data-event-star="1b2245e2-373d-440a-82aa-4e93e6758f62" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="1b2245e2-373d-440a-82aa-4e93e6758f62">MLOps: Five Steps to Guide its Effective Implementation<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/beatrizmatsui" class="navigate">Beatriz Matsui</a>, <a href="https://conf.researchr.org/profile/cain-2022/denisegoya" class="navigate">Denise Goya</a></div></td></tr><tr><td><span data-event-star="115e6676-6ff1-4a57-a042-9dc80529101b" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="115e6676-6ff1-4a57-a042-9dc80529101b">Practical Insights of Repairing Model Problems on Image Classification<span class="pull-right"><span data-facet-badge="Industry Talk" class="output-badge" style="max-width:40px;"><span class="label-primary label">Industry Talk</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/akihitoyoshii" class="navigate">Akihito Yoshii</a>, <a href="https://conf.researchr.org/profile/cain-2022/susumutokumoto" class="navigate">Susumu Tokumoto</a>, <a href="https://conf.researchr.org/profile/cain-2022/fuyukiishikawa" class="navigate">Fuyuki Ishikawa</a></div></td></tr><tr><td><span data-event-star="2df15ecc-c82f-4b12-9d00-86434b8117c6" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="2df15ecc-c82f-4b12-9d00-86434b8117c6">Preliminary Insights to enable automation of the Software Development Process in Software StartUps. A Investigation Study from the use of Artificial Intelligence and Machine Learning<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/olimarborges" class="navigate">Olimar Borges</a>, <a href="https://conf.researchr.org/profile/cain-2022/valentinalenarduzzi" class="navigate">Valentina Lenarduzzi</a>, <a href="https://conf.researchr.org/profile/cain-2022/rafaelprikladnicki" class="navigate">Rafael Prikladnicki</a></div></td></tr><tr><td><span data-event-star="a713d65f-9790-4c91-89ba-d5b6ebc093fd" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="a713d65f-9790-4c91-89ba-d5b6ebc093fd">Pynblint: a Static Analyzer for Python Jupyter Notebooks<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/luigiquaranta1" class="navigate">Luigi Quaranta</a>, <a href="https://conf.researchr.org/profile/cain-2022/fabiocalefato" class="navigate">Fabio Calefato</a>, <a href="https://conf.researchr.org/profile/cain-2022/filippolanubile" class="navigate">Filippo Lanubile</a></div><a href="https://arxiv.org/abs/2205.11934" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> Pre-print</a><a href="https://conf.researchr.org/details/cain-2022/cain-2022/24/Pynblint-a-Static-Analyzer-for-Python-Jupyter-Notebooks" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-paperclip"></span> File Attached</a></td></tr><tr><td><span data-event-star="cf28d247-ee90-405f-a83b-068f09d8a918" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="cf28d247-ee90-405f-a83b-068f09d8a918">Quality Assurance of Generative Dialog Models in an Evolving Conversational Agent Used for Swedish Language Practice<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/markusborg" class="navigate">Markus Borg</a>, <a href="https://conf.researchr.org/profile/cain-2022/johanbengtsson" class="navigate">Johan Bengtsson</a>, <a href="https://conf.researchr.org/profile/cain-2022/haraldosterling" class="navigate">Harald Österling</a>, <a href="https://conf.researchr.org/profile/cain-2022/alexanderhagelborn" class="navigate">Alexander Hagelborn</a>, <a href="https://conf.researchr.org/profile/cain-2022/isabellagagner" class="navigate">Isabella Gagner</a>, <a href="https://conf.researchr.org/profile/cain-2022/piotrtomaszewski" class="navigate">Piotr Tomaszewski</a></div></td></tr><tr><td><span data-event-star="6386f2af-ac3b-457b-abfa-810c00fca8e9" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="6386f2af-ac3b-457b-abfa-810c00fca8e9">Robust Active Learning: Sample-Efficient Training of Robust Deep Learning Models<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/yuejunguo" class="navigate">Yuejun GUo</a>, <a href="https://conf.researchr.org/profile/cain-2022/qianghu3" class="navigate">Qiang Hu</a>, <a href="https://conf.researchr.org/profile/cain-2022/maximecordy" class="navigate">Maxime Cordy</a>, <a href="https://conf.researchr.org/profile/cain-2022/mikepapadakis" class="navigate">Mike Papadakis</a>, <a href="https://conf.researchr.org/profile/cain-2022/yvesletraon" class="navigate">Yves Le Traon</a></div></td></tr><tr><td><span data-event-star="afe9ebd7-18d4-4105-8095-9d191ce85ac5" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="afe9ebd7-18d4-4105-8095-9d191ce85ac5">Structural Causal Models as Boundary Objects in AI System Development<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/hansmartinheyn" class="navigate">Hans-Martin Heyn</a>, <a href="https://conf.researchr.org/profile/cain-2022/ericknauss" class="navigate">Eric Knauss</a></div></td></tr><tr><td><span data-event-star="26d73a68-d6a7-491a-8f67-1c5ccbb61366" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="26d73a68-d6a7-491a-8f67-1c5ccbb61366">The Goldilocks Framework: Towards Selecting the Optimal Approach to Conducting AI Projects<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/rimmadzhusupova" class="navigate">Rimma Dzhusupova</a>, <a href="https://conf.researchr.org/profile/cain-2022/janbosch1" class="navigate">Jan Bosch</a>, <a href="https://conf.researchr.org/profile/cain-2022/helenaholmstromolsson" class="navigate">Helena Holmström Olsson</a></div></td></tr><tr><td><span data-event-star="595cf1ce-8f57-4cc4-b343-0ca0c0718afd" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="595cf1ce-8f57-4cc4-b343-0ca0c0718afd">TopSelect: A Topology-based Feature Selection Method for Industrial Machine Learning<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/hadilabukwaik" class="navigate">Hadil Abukwaik</a>, <a href="https://conf.researchr.org/profile/cain-2022/leftersula" class="navigate">Lefter Sula</a>, <a href="https://conf.researchr.org/profile/cain-2022/pablorodriguez" class="navigate">Pablo Rodriguez</a></div></td></tr><tr><td><span data-event-star="960fc8e1-0135-4505-baf8-92c4da0c95f1" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="960fc8e1-0135-4505-baf8-92c4da0c95f1">Towards A Methodological Framework for Production-ready AI-based Software Components<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/markushaug" class="navigate">Markus Haug</a>, <a href="https://conf.researchr.org/profile/cain-2022/justusbogner" class="navigate">Justus Bogner</a></div></td></tr><tr><td><span data-event-star="55073a09-9661-4d3b-830c-79339a570549" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="55073a09-9661-4d3b-830c-79339a570549">Towards a Roadmap for Software Engineering for Responsible AI<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/qinghualu" class="navigate">Qinghua Lu</a>, <a href="https://conf.researchr.org/profile/cain-2022/limingzhu" class="navigate">Liming Zhu</a>, <a href="https://conf.researchr.org/profile/cain-2022/xiweixu" class="navigate">Xiwei (Sherry) Xu</a>, <a href="https://conf.researchr.org/profile/cain-2022/jonwhittle" class="navigate">Jon Whittle</a>, <a href="https://conf.researchr.org/profile/cain-2022/zhenchangxing" class="navigate">Zhenchang Xing</a></div></td></tr><tr><td><span data-event-star="c17a211e-f1ea-4c5b-9e8a-c7e2c452c2fd" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="c17a211e-f1ea-4c5b-9e8a-c7e2c452c2fd">Traceable Business-to-Safety Analysis Framework for Safety-critical Machine Learning Systems<span class="pull-right"><span data-facet-badge="Poster" class="output-badge" style="max-width:40px;"><span class="label-primary label">Poster</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/jatihiliamsyahhusen" class="navigate">Jati Hiliamsyah Husen</a>, <a href="https://conf.researchr.org/profile/cain-2022/hironoriwashizaki" class="navigate">Hironori Washizaki</a>, <a href="https://conf.researchr.org/profile/cain-2022/hnintun" class="navigate">Hnin Thandar Tun</a>, <a href="https://conf.researchr.org/profile/cain-2022/nobukazuyoshioka" class="navigate">Nobukazu Yoshioka</a>, <a href="https://conf.researchr.org/profile/cain-2022/hironoritakeuchi" class="navigate">Hironori Takeuchi</a>, <a href="https://conf.researchr.org/profile/cain-2022/yoshiakifukazawa" class="navigate">Yoshiaki Fukazawa</a></div><a href="https://conf.researchr.org/details/cain-2022/cain-2022/31/Traceable-Business-to-Safety-Analysis-Framework-for-Safety-critical-Machine-Learning-" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-film"></span> Media Attached</a><a href="https://conf.researchr.org/details/cain-2022/cain-2022/31/Traceable-Business-to-Safety-Analysis-Framework-for-Safety-critical-Machine-Learning-" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-paperclip"></span> File Attached</a></td></tr><tr><td><span data-event-star="888961ab-49fd-45d8-9490-0f76ebd60bb0" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="888961ab-49fd-45d8-9490-0f76ebd60bb0">UDAVA: An Unsupervised Learning Pipeline for Sensor Data Validation in Manufacturing<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/erikjohanneshusom" class="navigate">Erik Johannes Husom</a>, <a href="https://conf.researchr.org/profile/cain-2022/simeontverdal" class="navigate">Simeon Tverdal</a>, <a href="https://conf.researchr.org/profile/cain-2022/ardagoknil1" class="navigate">Arda Goknil</a>, <a href="https://conf.researchr.org/profile/cain-2022/sagarsen1" class="navigate">Sagar Sen</a></div></td></tr><tr><td><span data-event-star="5b929cb6-6cde-494c-91ac-4137770c3c92" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="5b929cb6-6cde-494c-91ac-4137770c3c92">What Is an AI Engineer? An Empirical Analysis of Job Ads in the Netherlands<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/marcelmeesters" class="navigate">Marcel Meesters</a>, <a href="https://conf.researchr.org/profile/cain-2022/petraheck" class="navigate">Petra Heck</a>, <a href="https://conf.researchr.org/profile/cain-2022/aserebrenik" class="navigate">Alexander Serebrenik</a></div><a href="https://www.win.tue.nl/~aserebre/CAIN2022.pdf" target="_blank" class="publication-link navigate"><span class="glyphicon glyphicon-link"></span> Pre-print</a></td></tr><tr><td><span data-event-star="72f0664a-b726-4840-b074-4ae0ed2df9a1" title="Add event to your program"><span class="text-disabled glyphicon glyphicon-star-empty"></span></span></td><td><a href="#" data-event-modal="72f0664a-b726-4840-b074-4ae0ed2df9a1">What is Software Quality for AI Engineers? Towards a Thinning of the Fog<span class="pull-right"><span data-facet-badge="Research Paper" class="output-badge" style="max-width:40px;"><span class="label-primary label">Research Paper</span></span></span></a><div class="prog-track">CAIN 2022</div><div class="performers"><a href="https://conf.researchr.org/profile/cain-2022/valentinagolendukhina" class="navigate">Valentina Golendukhina</a>, <a href="https://conf.researchr.org/profile/cain-2022/valentinalenarduzzi" class="navigate">Valentina Lenarduzzi</a>, <a href="https://conf.researchr.org/profile/cain-2022/michaelfelderer" class="navigate">Michael Felderer</a></div></td></tr></table></div><div id="1-Call-for-Papers" class="tab-pane "><h2>1. Call for Papers</h2><p><h3><a href="#keynotes" id="keynotes" class="anchor-link">Keynotes</a></h3> <ul> <li><strong>Chris Re</strong>: Software 2.0, Foundation Models, Data-Centric AI, and why I’m excited enough to tolerate these buzzwords.</li> <li><strong>Saleema Amershi</strong>: Challenges in Creating Responsible and Human-cCentered AI</li> </ul> <h3><a href="#accepted-contributions" id="accepted-contributions" class="anchor-link">Accepted contributions</a></h3> <p>For the list of accepted papers, posters, and industry talks, <a href="https://conf.researchr.org/track/cain-2022/cain-2022#event-overview">please visit this link</a></p> <h3><a href="#welcome-to-cain22-1st-international-conference-on-ai-engineering-software-engineering-for-ai" id="welcome-to-cain22-1st-international-conference-on-ai-engineering-software-engineering-for-ai" class="anchor-link">Welcome to CAIN’22 - 1st International Conference on AI Engineering – Software Engineering for AI</a></h3> <h4><a href="#call-for-submission-research-and-experience-papers" id="call-for-submission-research-and-experience-papers" class="anchor-link">Call for submission - research and experience papers</a></h4> <p>You are invited to submit research and experience papers describing the challenges, new research results, visionary ideas, or experience papers from or in cooperation with practitioners.</p> <h4><a href="#topics-of-interests" id="topics-of-interests" class="anchor-link">Topics of interests</a></h4> <p>The overall area is Software Engineering for AI, i.e. means to improve development of software AI-based systems and software-intensive systems, including topics relevant for the entire lifecycle. The suggested topics are (but not limited to):</p> <ul> <li>System and software requirements and their relations AI/ML modelling;</li> <li>Data management ensuring relevance and efficiency related to business goals;</li> <li>System and software architecture of AI-based systems;</li> <li>Integration of AI-development process and software development processes, including continuous and federated ML, continuous deployment, system and software evolution;</li> <li>Ensuring and managing system and software nonfunctional properties and their relation to AI/ML properties, including run-time properties such as performance, safety, security, reliability, and life-cycle properties including reusability, maintainability and evolution;</li> <li>Development teams, organizational and management issues for a successful development of AI-systems.</li> </ul> <h4><a href="#review-criteria" id="review-criteria" class="anchor-link">Review criteria</a></h4> <p>The paper submissions will undergo a review process with three independent reviews and a virtual PC decision meeting. The acceptance criteria include novelty, research and industrial relevance, soundness, experiences, and preliminary results.</p> <h4><a href="#submission-form" id="submission-form" class="anchor-link">Submission form</a></h4> <p>The papers should be submitted to HotCRP web page (<a href="https://cain2022.hotcrp.com/">https://cain2022.hotcrp.com/</a>). The submission deadline is firm.</p> <p><strong>Update (1/17/2022) Submissions must be registered by January 20 with the paper title, author list and some additional metadata. The deadline for the completed paper is January 25.</strong></p> <p>All submissions must adhere to the following requirements:</p> <ul> <li>The page limit is 10 pages plus 2 additional pages of references.</li> <li>Submissions must be unpublished original work and should not be under review or submitted elsewhere while being under consideration.</li> <li>The submissions must adhere to the rules specified by the <a href="https://conf.researchr.org/home/cain-2022#Submission-format">Submission format</a>.</li> <li>The submissions will be reviewed in a form of <strong>Double Blind Review</strong> process, i.e. the authors’ names must be omitted from the submission. For formatting and additional instructions see <a href="https://conf.researchr.org/home/cain-2022#Submission-format">Submission format</a>.</li> </ul> <h4><a href="#publication" id="publication" class="anchor-link">Publication</a></h4> <p>The accepted papers will be published in the ICSE 2022 Co-located Event Proceedings and included in the IEEE and ACM Digital Libraries. Authors of accepted papers are required to register and present their accepted paper at the conference in order for the paper to be included in the proceedings and the Digital Libraries.</p> <p>The official publication date is the date the proceedings are made available in the ACM or IEEE Digital Libraries. This date may be up to two weeks prior to the first day of ICSE 2022. The official publication date affects the deadline for any patent filings related to published work.</p> </p></div><div id="Submission-format" class="tab-pane "><h2>Submission format</h2><p><p>All submissions to CAIN 2022 must adhere to the following rules:</p> <ul> <li>Submissions must strictly conform to the <a href="https://www.acm.org/publications/proceedings-template">ACM formatting instructions</a> for both LaTeX and Word users. LaTeX users must use the provided acmart.cls and ACM-Reference-Format.bst without modification, enable the conference format in the preamble of the document (i.e., {\documentclass[sigconf,review]{acmart}), and use the ACM reference format for the bibliography (i.e., \bibliographystyle{ACM-Reference-Format}). The review option adds line numbers, thereby allowing referees to refer to specific lines in their comments.</li> <li>All submissions must be in PDF.</li> <li>By submitting to CAIN, authors acknowledge that they are aware of and agree to be bound by the <a href="https://www.acm.org/publications/policies/plagiarism-overview">ACM Policy and Procedures on Plagiarism</a> and the <a href="https://www.ieee.org/publications/rights/plagiarism/plagiarism.html">IEEE Plagiarism FAQ</a>. The authors also acknowledge that they conform to the <a href="https://www.acm.org/publications/policies/authorship">authorship policy of the ACM</a> and the <a href="https://journals.ieeeauthorcenter.ieee.org/become-an-ieee-journal-author/publishing-ethics/definition-of-authorship/">authorship policy of the IEEE</a>.</li> <li>The CAIN 2020 Full paper review will employ a <strong>double-anonymous review process</strong>. Thus, no submission may reveal its authors’ identities. The authors must make every effort to honor the double-anonymous review process. In particular: <ul> <li>Authors’ names must be omitted from the submitted paper. LaTeX users can add anonymous (omitting author names) option (i.e. \documentclass[sigconf,review,anonymous]{acmart} specification).</li> <li>All references to the author’s prior work should be in the third person.</li> <li>Authors are encouraged to title their submission differently than preprints of the authors on ArXiV or similar sites. During review, authors should not publicly use the submission title.</li> </ul> </li> <li>The review process of posters and Industrial Talks proposals will use a single blind review process, i.e. the authors should specify their names in the submitted document.</li> </ul> </p></div><div id="3-Call-for-posters" class="tab-pane "><h2>3. Call for posters</h2><p><p>In addition to full technical papers, CAIN 2022 provides the opportunity to submit posters which will be included in the proceedings as two-page extended abstracts. New ideas, a starting work and the results, or presentation of challenges in theory in practice, related to the topics of AI engineering, are welcome to be submitted. In addition, the full papers that will not be accepted, but are of interest for the AI engineering community, will be invited to submit to this track.</p> <p>The authors need to submit a 2-page extended abstract that should adhere to the ICSE 2022 Conference Proceedings Formatting Guidelines. The 2-page extended abstract of each accepted poster may, at the authors’ discretion, be published in the CAIN’22 proceedings.</p> <p>The submissions must adhere to the rules specified by the <a href="https://conf.researchr.org/home/cain-2022#Submission-format">Submission format</a>.</p> <p>Abstracts must be submitted electronically at the submission site <a href="https://easychair.org/conferences/?conf=cain2022-posters">EasyChair CAIN2022-posters</a>. by the submission deadline. A submission will be desk rejected if it does not comply with the instructions and size limits. At least one author of each accepted extended abstract is required to register for the CAIN 2022 conference and to present the poster. Each accepted poster will be presented by its authors during the 2 days of CAIN conference.</p> </p></div><div id="2-Call-for-Industrial-Talks" class="tab-pane "><h2>2. Call for Industrial Talks</h2><p><p>The goal of industrial talks is to share experiences in industrial applications of software engineering of AI-enabled systems and lessons learned from applications of various techniques and practices. This type of submission is only open to individuals willing to share practical lessons learned directly from the field.</p> <p>We solicit practitioner-oriented talks on topics that are likely to be relevant to both industrial and academic attendees. Talk proposals should include a short abstract (150 words), and up to 8 keywords. In addition, the proposal should include a “talk description”, which describes what the talk will be about, highlighting its key points and the reason why it is relevant and important to the software engineering community (500 words). This description will be included in the CAIN’22 proceedings as a two-page long extended abstract for each industrial talk.</p> <p>In addition, please include up to 10 slides that represent the content of your talk. Submissions should also include the title, the name and affiliation of each presenter, and a speaker biography. Talk proposals can include supporting supplemental materials such as white papers or videos. Please indicate a desired length of either 15 min or 30 min for your talk.</p> <p>The papers should be submitted to <a href="https://easychair.org/conferences/?conf=cain2022-industrial-talks">Easy Chair</a> page. The submission deadline is firm.</p> <p>The submissions must adhere to the rules specified by the <a href="https://conf.researchr.org/home/cain-2022#Submission-format">Submission format</a>.</p> <p>The submitted proposals will be reviewed by the Industrial Track Committee.</p> </p></div></div><span class="pull-right"><small>Questions? Use the <a href="https://conf.researchr.org/contact2/cain-2022/cain-2022" class="navigate">CAIN contact form</a>.</small></span><br></div><div class="col-sm-4 sidebar"><div class="panel panel-primary"><div class="panel-heading clearfix"><div class="panel-title">Important Dates<span class="pull-right"><small><span class="glyphicon glyphicon-globe"></span><span class="glyphicon glyphicon-time"></span> AoE (UTC-12h)</small></span></div></div><table class="table table-hover important-dates-in-sidebar"><tr href="https://conf.researchr.org/track/cain-2022/cain-2022" class="clickable-row past"><td>Mon 16 - Tue 17 May 2022<br/>Conference</td></tr><tr href="https://conf.researchr.org/track/cain-2022/cain-2022" class="clickable-row past"><td>Thu 31 Mar 2022<br/>Camera ready</td></tr><tr href="https://conf.researchr.org/track/cain-2022/cain-2022" class="clickable-row past"><td>Fri 11 Mar 2022<br/>Poster submission deadline</td></tr><tr href="https://conf.researchr.org/track/cain-2022/cain-2022" class="clickable-row past"><td>Fri 18 Feb 2022<br/>Industrial Talks proposal submission deadline</td></tr><tr href="https://conf.researchr.org/track/cain-2022/cain-2022" class="clickable-row past"><td><strong>Tue 25 Jan 2022</strong><br/><strong>Paper submission deadline</strong></td></tr><tr href="https://conf.researchr.org/track/cain-2022/cain-2022" class="clickable-row past"><td>Thu 20 Jan 2022<br/>Abstract submission deadline</td></tr></table></div><div class="panel panel-primary"><div class="panel-heading clearfix"><div class="panel-title">Submission Link</div></div><div class="panel-body"><small><span class="text-muted"><span class="glyphicon glyphicon-new-window"></span></span> <a href="https://cain2022.hotcrp.com/" title="Submission link for 1. Call for Papers" target="_blank" class="navigate">https://cain2022.hotcrp.com/</a></small><br><small><span class="text-muted"><span class="glyphicon glyphicon-new-window"></span></span> <a href="https://easychair.org/conferences/?conf=cain2022-posters" title="Submission link for 3. Call for posters" target="_blank" class="navigate">https://easychair.org/conferences/?conf=cain2022-posters</a></small><br><small><span class="text-muted"><span class="glyphicon glyphicon-new-window"></span></span> <a href="https://easychair.org/conferences/?conf=cain2022-industrial-talks" title="Submission link for 2. Call for Industrial Talks" target="_blank" class="navigate">https://easychair.org/conferences/?conf=cain2022-industrial-talks</a></small></div></div><div class="panel panel-primary"><div class="panel-heading clearfix"><div class="panel-title"><a href="https://conf.researchr.org/committee/cain-2022/cain-2022-papers-program-committee" class="navigate">Program Committee</a></div></div><ul class="list-group"><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/janeclelandhuang" class="navigate"><div class="media"><span class="pull-left"><img alt="Jane Cleland-Huang" src="https://conf.researchr.org/getProfileImage/janeclelandhuang/bf22bf44-230a-46c3-9aab-e72e91d73136/micro-avatar.jpg?1711456821000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Jane Cleland-Huang<span class="pull-right"><small>PC Co-Chair</small></span></h5><h5 class="media-heading"><span class="text-black">University of Notre Dame</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/tomzimmermann" class="navigate"><div class="media"><span class="pull-left"><img alt="Thomas Zimmermann" src="https://conf.researchr.org/getProfileImage/tomzimmermann/8eaa0b88-e6a7-4965-aa35-6634b9d59854/micro-avatar.jpg?1729092858000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Thomas Zimmermann<span class="pull-right"><small>Program Co-Chair</small></span></h5><h5 class="media-heading"><span class="text-black">Microsoft Research</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/bramadams" class="navigate"><div class="media"><span class="pull-left"><img alt="Bram Adams" src="https://conf.researchr.org/getProfileImage/bramadams/7b3d54b6-7b1d-4543-baa1-ba048af4a082/micro-avatar.jpg?1712953632000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Bram Adams<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Queen's University, Kingston, Ontario</span></h5><h5 class="media-heading"><small>Canada</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/ankitagrawal" class="navigate"><div class="media"><span class="pull-left"><img alt="Ankit Agrawal" src="https://conf.researchr.org/getProfileImage/ankitagrawal/b2d695b4-b45a-4771-8474-8cc6411c27ce/micro-avatar.jpg?1711483032000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Ankit Agrawal<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">University of Notre Dame</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/chetanbansal" class="navigate"><div class="media"><span class="pull-left"><img alt="Chetan Bansal" src="https://conf.researchr.org/getProfileImage/chetanbansal/4a31750c-4993-4eff-9e67-cffa6ff67c0f/micro-avatar.jpg?1711456240000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Chetan Bansal<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Microsoft Research</span></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/earlbarr" class="navigate"><div class="media"><span class="pull-left"><img alt="Earl T. Barr" src="https://conf.researchr.org/getProfileImage/earlbarr/c3fda596-a720-4d3a-9b98-3c8a58ac2e29/micro-avatar.jpg?1712760068000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Earl T. Barr<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">University College London, UK</span></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/nellybencomo" class="navigate"><div class="media"><span class="pull-left"><img alt="Nelly Bencomo" src="https://conf.researchr.org/getProfileImage/nellybencomo/7b601e00-f373-4666-8ea3-04a6bcef697b/micro-avatar.jpg?1711482404000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Nelly Bencomo<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Durham University</span></h5><h5 class="media-heading"><small>United Kingdom</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/amelbennaceur" class="navigate"><div class="media"><span class="pull-left"><img alt="Amel Bennaceur" src="https://conf.researchr.org/getProfileImage/amelbennaceur/f8ea9422-7a21-4714-9960-109d9a374350/micro-avatar.jpg?1711459408000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Amel Bennaceur<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">The Open University</span></h5><h5 class="media-heading"><small>United Kingdom</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/lionelbriand" class="navigate"><div class="media"><span class="pull-left"><img alt="Lionel Briand" src="https://conf.researchr.org/getProfileImage/lionelbriand/c7b3646a-4ef3-4c70-a234-ed2c9310c4c5/micro-avatar.jpg?1711468363000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Lionel Briand<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">University of Luxembourg; University of Ottawa</span></h5><h5 class="media-heading"><small>Luxembourg</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/wingkwongchan1" class="navigate"><div class="media"><span class="pull-left"><img alt="Wing-Kwong Chan" src="https://conf.researchr.org/getProfileImage/wingkwongchan1/f67ba258-da84-425e-9291-093ad77adbac/micro-avatar.jpg?1711459636000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Wing-Kwong Chan<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">City University of Hong Kong, Hong Kong</span></h5><h5 class="media-heading"><small>China</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/shingchicheung" class="navigate"><div class="media"><span class="pull-left"><img alt="Shing-Chi Cheung" src="https://conf.researchr.org/getProfileImage/shingchicheung/831b34d5-c76e-4d4c-a755-f5222d81017e/micro-avatar.jpg?1711455650000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Shing-Chi Cheung<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Hong Kong University of Science and Technology</span></h5><h5 class="media-heading"><small>China</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/luiscruz" class="navigate"><div class="media"><span class="pull-left"><img alt="Luís Cruz" src="https://conf.researchr.org/getProfileImage/luiscruz/a6e52c67-aa55-45d5-b885-2a1b433ce5a1/micro-avatar.jpg?1711466516000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Luís Cruz<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Deflt University of Technology</span></h5><h5 class="media-heading"><small>Netherlands</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/fabianodalpiaz" class="navigate"><div class="media"><span class="pull-left"><img alt="Fabiano Dalpiaz" src="https://conf.researchr.org/getProfileImage/fabianodalpiaz/840aa8c2-f3e2-44af-8a78-7f64ed989d71/micro-avatar.jpg?1711460767000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Fabiano Dalpiaz<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Utrecht University</span></h5><h5 class="media-heading"><small>Netherlands</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/aleksanderfabijan" class="navigate"><div class="media"><span class="pull-left"><img alt="Aleksander Fabijan" src="https://conf.researchr.org/getProfileImage/aleksanderfabijan/f4ffb893-5a2b-4a38-a3ce-c34b510ea6d4/micro-avatar.jpg?1711509562000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Aleksander Fabijan<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Microsoft</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/robertfeldt1" class="navigate"><div class="media"><span class="pull-left"><img alt="Robert Feldt" src="https://conf.researchr.org/getProfileImage/robertfeldt1/769568b6-74b6-4be5-8a49-1aa181731e1d/micro-avatar.jpg?1711458875000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Robert Feldt<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Chalmers University of Technology, Sweden</span></h5><h5 class="media-heading"><small>Sweden</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/stephenjfink" class="navigate"><div class="media"><span class="pull-left"><img alt="Stephen J Fink" src="https://conf.researchr.org/getProfileImage/stephenjfink/df302511-64d3-4e4b-828f-e04904b7be94/micro-avatar.jpg?1711498859000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Stephen J Fink<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Facebook</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/smitaghaisas" class="navigate"><div class="media"><span class="pull-left"><img alt="Smita Ghaisas" src="https://conf.researchr.org/getProfileImage/smitaghaisas/b2b15065-87b7-4820-b221-238cd123f85d/micro-avatar.jpg?1711526594000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Smita Ghaisas<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">TCS Research</span></h5><h5 class="media-heading"><small>India</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/iangorton" class="navigate"><div class="media"><span class="pull-left"><img alt="Ian Gorton" src="https://conf.researchr.org/getProfileImage/iangorton/c3ca7e7b-715c-4a49-81d1-0ccd473d9ad5/micro-avatar.jpg?1711464546000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Ian Gorton<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Northeastern University – Seattle, USA</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/muhammadaligulzar1" class="navigate"><div class="media"><span class="pull-left"><img alt="Muhammad Ali Gulzar" src="https://conf.researchr.org/getProfileImage/muhammadaligulzar1/66be9b65-7af6-41d1-bae4-87795e472d9b/micro-avatar.jpg?1711472567000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Muhammad Ali Gulzar<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Virginia Tech</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/jinlcguo" class="navigate"><div class="media"><span class="pull-left"><img alt="Jin L.C. Guo" src="https://conf.researchr.org/getProfileImage/jinlcguo/43f99455-8a75-4fa0-9b6e-04a2ef04567c/micro-avatar.jpg?1713900290000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Jin L.C. Guo<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">McGill University</span></h5><h5 class="media-heading"><small>Canada</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/rachelharrison" class="navigate"><div class="media"><span class="pull-left"><img alt="Rachel Harrison" src="https://conf.researchr.org/getProfileImage/rachelharrison/a1db8c6c-11ef-4895-a1ed-365874b4fafa/micro-avatar.jpg?1711469086000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Rachel Harrison<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Oxford Brookes University </span></h5><h5 class="media-heading"><small>United Kingdom</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/petraheck" class="navigate"><div class="media"><span class="pull-left"><img alt="Petra Heck" src="https://conf.researchr.org/getProfileImage/petraheck/9423b3e5-e4ac-4c5a-baad-b874076f35a9/micro-avatar.jpg?1711482167000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Petra Heck<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Fontys University of Applied Sciences</span></h5><h5 class="media-heading"><small>Netherlands</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/hadihemmati" class="navigate"><div class="media"><span class="pull-left"><img alt="Hadi Hemmati" src="https://conf.researchr.org/getProfileImage/hadihemmati/2cf600ff-a865-46d2-b39d-820279f66656/micro-avatar.jpg?1711475588000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Hadi Hemmati<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">University of Calgary</span></h5><h5 class="media-heading"><small>Canada</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/brittanyjohnson" class="navigate"><div class="media"><span class="pull-left"><img alt="Brittany Johnson" src="https://conf.researchr.org/getProfileImage/brittanyjohnson/dbc03f80-412b-4411-b0b1-70ff320fff96/micro-avatar.jpg?1711461155000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Brittany Johnson<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">George Mason University</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/gailkaiser" class="navigate"><div class="media"><span class="pull-left"><img alt="Gail Kaiser" src="https://conf.researchr.org/getProfileImage/gailkaiser/b9be781b-de6b-43f2-9479-41a8eb62be1d/micro-avatar.jpg?1711459386000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Gail Kaiser<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Columbia University</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/foutsekhomh" class="navigate"><div class="media"><span class="pull-left"><img alt="Foutse Khomh" src="https://conf.researchr.org/getProfileImage/foutsekhomh/27a24b14-cdad-4bc0-a904-87bff28fab9d/micro-avatar.jpg?1715483043000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Foutse Khomh<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Polytechnique Montréal</span></h5><h5 class="media-heading"><small>Canada</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/ericknauss" class="navigate"><div class="media"><span class="pull-left"><img alt="Eric Knauss" src="https://conf.researchr.org/getProfileImage/ericknauss/742c00f1-06fa-462d-83cc-1b9da89cf5a0/micro-avatar.jpg?1711459683000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Eric Knauss<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Chalmers | University of Gothenburg</span></h5><h5 class="media-heading"><small>Sweden</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/annekoziolek" class="navigate"><div class="media"><span class="pull-left"><img alt="Anne Koziolek" src="https://conf.researchr.org/getProfileImage/annekoziolek/db941c18-d5e6-4816-97dd-9d248db5b12f/micro-avatar.jpg?1711462089000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Anne Koziolek<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Karlsruhe Institute of Technology</span></h5><h5 class="media-heading"><small>Germany</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/filippolanubile" class="navigate"><div class="media"><span class="pull-left"><img alt="Filippo Lanubile" src="https://conf.researchr.org/getProfileImage/filippolanubile/0ac2f3df-14c6-40f7-a65f-b620a4cb9a0a/micro-avatar.jpg?1711508178000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Filippo Lanubile<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">University of Bari</span></h5><h5 class="media-heading"><small>Italy</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/weile" class="navigate"><div class="media"><span class="pull-left"><img alt="Wei Le" src="https://conf.researchr.org/getProfileImage/weile/03dfab5e-cca3-4716-ab80-e726dcb55314/micro-avatar.jpg?1711466955000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Wei Le<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Iowa State University</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/noahlee" class="navigate"><div class="media"><span class="pull-left"><img alt="Noah Lee" src="https://conf.researchr.org/getProfileImage/noahlee/cc48efb8-fa33-4f01-a02c-31c25902d911/micro-avatar.jpg?1711533390000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Noah Lee<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Meta Platforms, Inc.</span></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/gracelewis" class="navigate"><div class="media"><span class="pull-left"><img alt="Grace Lewis" src="https://conf.researchr.org/getProfileImage/gracelewis/1edb950a-42db-4cd2-8f11-a76c51d13750/micro-avatar.jpg?1711461429000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Grace Lewis<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Carnegie Mellon Software Engineering Institute</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/davidlo" class="navigate"><div class="media"><span class="pull-left"><img alt="David Lo" src="https://conf.researchr.org/getProfileImage/davidlo/f87a690b-38c0-4a14-9741-2ec52b7d54bd/micro-avatar.jpg?1711456129000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">David Lo<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Singapore Management University</span></h5><h5 class="media-heading"><small>Singapore</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/michaellyu" class="navigate"><div class="media"><span class="pull-left"><img alt="Michael Lyu" src="https://conf.researchr.org/getProfileImage/michaellyu/af6d4470-a4bb-4833-8be6-7cc9e0a1c0f3/micro-avatar.jpg?1711463573000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Michael Lyu<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">The Chinese University of Hong Kong</span></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/jiemzhang" class="navigate"><div class="media"><span class="pull-left"><img alt="Jie M. Zhang" src="https://conf.researchr.org/getProfileImage/jiemzhang/f94f738f-5d55-4141-90c6-ebfd63f30b67/micro-avatar.jpg?1711459727000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Jie M. Zhang<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">King's College London</span></h5><h5 class="media-heading"><small>United Kingdom</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/timmenzies" class="navigate"><div class="media"><span class="pull-left"><img alt="Tim Menzies" src="https://conf.researchr.org/getProfileImage/timmenzies/a132a587-98fd-45b1-bb53-a532a5a86d74/micro-avatar.jpg?1715121684000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Tim Menzies<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">North Carolina State University</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/miramezini" class="navigate"><div class="media"><span class="pull-left"><img alt="Mira Mezini" src="https://conf.researchr.org/getProfileImage/miramezini/dee28eb3-d380-44b7-a626-6c438a872603/micro-avatar.jpg?1711457234000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Mira Mezini<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">TU Darmstadt</span></h5><h5 class="media-heading"><small>Germany</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/tommimikkonen2" class="navigate"><div class="media"><span class="pull-left"><img alt="Tommi Mikkonen" src="https://conf.researchr.org/getProfileImage/tommimikkonen2/e7f84ac0-4efd-41cf-9bd7-d1c837c3e9be/micro-avatar.jpg?1711458863000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Tommi Mikkonen<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">University of Helsinki</span></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/tiennguyen" class="navigate"><div class="media"><span class="pull-left"><img alt="Tien N. Nguyen" src="https://conf.researchr.org/getProfileImage/tiennguyen/ab2d7f84-9853-484d-bfa3-a342d9e7c4ae/micro-avatar.jpg?1717110192000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Tien N. Nguyen<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">University of Texas at Dallas</span></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/mikepapadakis" class="navigate"><div class="media"><span class="pull-left"><img alt="Mike Papadakis" src="https://conf.researchr.org/getProfileImage/mikepapadakis/9f23810a-1d60-4055-ba6c-5596e7fc84e5/micro-avatar.jpg?1711457377000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Mike Papadakis<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">University of Luxembourg, Luxembourg</span></h5><h5 class="media-heading"><small>Luxembourg</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/patriziopelliccione" class="navigate"><div class="media"><span class="pull-left"><img alt="Patrizio Pelliccione" src="https://conf.researchr.org/getProfileImage/patriziopelliccione/ee9c6967-197e-495e-8918-4a5e519dd46b/micro-avatar.jpg?1711460009000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Patrizio Pelliccione<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Gran Sasso Science Institute, L'Aquila, Italy</span></h5><h5 class="media-heading"><small>Italy</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/mauropezze" class="navigate"><div class="media"><span class="pull-left"><img alt="Mauro Pezze" src="https://conf.researchr.org/getProfileImage/mauropezze/70bb0c1e-ec69-463e-b5a0-8f7fa1f52abf/micro-avatar.jpg?1729618423000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Mauro Pezze<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">USI Lugano; Schaffhausen Institute of Technology</span></h5><h5 class="media-heading"><small>Switzerland</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/barbaraplank" class="navigate"><div class="media"><span class="pull-left"><img alt="micro-avatar" src="https://conf.researchr.org/getDefaultImage/micro-avatar?1403689231000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Barbara Plank<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">IT University of Copenhagen, DK</span></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/rafaelprikladnicki" class="navigate"><div class="media"><span class="pull-left"><img alt="Rafael Prikladnicki" src="https://conf.researchr.org/getProfileImage/rafaelprikladnicki/5a494049-d3f2-4d25-86a1-f37a7aa53217/micro-avatar.jpg?1711463839000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Rafael Prikladnicki<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">School of Technology at PUCRS University</span></h5><h5 class="media-heading"><small>Brazil</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/corinaspasareanu1" class="navigate"><div class="media"><span class="pull-left"><img alt="Corina S. Păsăreanu" src="https://conf.researchr.org/getProfileImage/corinaspasareanu1/5caa6177-5a29-4f0c-8e60-04d4f08b9c5b/micro-avatar.jpg?1711472287000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Corina S. Păsăreanu<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Carnegie Mellon University</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/chaiyongragkhitwetsagul" class="navigate"><div class="media"><span class="pull-left"><img alt="Chaiyong Ragkhitwetsagul" src="https://conf.researchr.org/getProfileImage/chaiyongragkhitwetsagul/973b5839-9a9d-4035-ac3f-cd0582efd53a/micro-avatar.jpg?1711467207000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Chaiyong Ragkhitwetsagul<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Mahidol University, Thailand</span></h5><h5 class="media-heading"><small>Thailand</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/monarahimi" class="navigate"><div class="media"><span class="pull-left"><img alt="Mona Rahimi" src="https://conf.researchr.org/getProfileImage/monarahimi/27e5761e-d9a6-4dce-9748-2ce1a28fb695/micro-avatar.jpg?1711463796000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Mona Rahimi<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Northern Illinois University</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/baishakhiray" class="navigate"><div class="media"><span class="pull-left"><img alt="Baishakhi Ray" src="https://conf.researchr.org/getProfileImage/baishakhiray/de84fbb5-f67b-4f04-b8a3-b7ffbe4cf447/micro-avatar.jpg?1717781608000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Baishakhi Ray<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Columbia University</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/perruneson" class="navigate"><div class="media"><span class="pull-left"><img alt="Per Runeson" src="https://conf.researchr.org/getProfileImage/perruneson/57ac92b2-7887-48ee-bd28-37b9318d730c/micro-avatar.jpg?1711489533000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Per Runeson<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Lund University</span></h5><h5 class="media-heading"><small>Sweden</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/barbararusso" class="navigate"><div class="media"><span class="pull-left"><img alt="Barbara Russo" src="https://conf.researchr.org/getProfileImage/barbararusso/1ec98ba2-4403-4e99-be81-e8781fd04456/micro-avatar.jpg?1711463146000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Barbara Russo<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Free University of Bolzano</span></h5><h5 class="media-heading"><small>Italy</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/emadshihab" class="navigate"><div class="media"><span class="pull-left"><img alt="Emad Shihab" src="https://conf.researchr.org/getProfileImage/emadshihab/23120ebe-1405-4c80-8e60-1509a2a5e210/micro-avatar.jpg?1711463704000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Emad Shihab<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Concordia University</span></h5><h5 class="media-heading"><small>Canada</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/norbertsiegmund" class="navigate"><div class="media"><span class="pull-left"><img alt="Norbert Siegmund" src="https://conf.researchr.org/getProfileImage/norbertsiegmund/a40c8ba8-517c-4ee2-ad46-5f39e1820c6a/micro-avatar.jpg?1711480316000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Norbert Siegmund<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Leipzig University</span></h5><h5 class="media-heading"><small>Germany</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/dirkslama" class="navigate"><div class="media"><span class="pull-left"><img alt="Dirk Slama" src="https://conf.researchr.org/getProfileImage/dirkslama/788e104e-c354-476b-bf73-4ef75ec882b3/micro-avatar.jpg?1712117050000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Dirk Slama<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Bosch, Ferdinand-Steinbeis-Institute</span></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/junsun" class="navigate"><div class="media"><span class="pull-left"><img alt="Jun Sun" src="https://conf.researchr.org/getProfileImage/junsun/6207818e-691d-4808-ab06-e9b2f7703cc0/micro-avatar.jpg?1711454898000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Jun Sun<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Singapore Management University</span></h5><h5 class="media-heading"><small>Singapore</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/chakkrittantithamthavorn" class="navigate"><div class="media"><span class="pull-left"><img alt="Kla Tantithamthavorn" src="https://conf.researchr.org/getProfileImage/chakkrittantithamthavorn/5194bc4f-e06e-4f87-92fb-5b41167d6416/micro-avatar.jpg?1726203489000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Kla Tantithamthavorn<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Monash University</span></h5><h5 class="media-heading"><small>Australia</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/patanamonthongtanunam1" class="navigate"><div class="media"><span class="pull-left"><img alt="Patanamon Thongtanunam" src="https://conf.researchr.org/getProfileImage/patanamonthongtanunam1/6cfdce5f-0361-48bc-b6ec-633df6518231/micro-avatar.jpg?1711477703000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Patanamon Thongtanunam<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">University of Melbourne</span></h5><h5 class="media-heading"><small>Australia</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/karthikvaidhyanathan" class="navigate"><div class="media"><span class="pull-left"><img alt="Karthik Vaidhyanathan" src="https://conf.researchr.org/getProfileImage/karthikvaidhyanathan/4633ff06-a34c-4db3-8a3d-4d8910e50d3c/micro-avatar.jpg?1711474712000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Karthik Vaidhyanathan<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">University of L'Aquila</span></h5><h5 class="media-heading"><small>Italy</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/songwang" class="navigate"><div class="media"><span class="pull-left"><img alt="Song Wang" src="https://conf.researchr.org/getProfileImage/songwang/49b29962-4915-487d-b66a-30c483314593/micro-avatar.jpg?1711486455000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Song Wang<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">York University</span></h5><h5 class="media-heading"><small>Canada</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/xinxia" class="navigate"><div class="media"><span class="pull-left"><img alt="Xin Xia" src="https://conf.researchr.org/getProfileImage/xinxia/bcf516cf-9429-4636-928f-19a3efd3b134/micro-avatar.jpg?1729741491000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Xin Xia<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Huawei Software Engineering Application Technology Lab</span></h5><h5 class="media-heading"><small>China</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/taoxie" class="navigate"><div class="media"><span class="pull-left"><img alt="Tao Xie" src="https://conf.researchr.org/getProfileImage/taoxie/4c75aea2-c25b-4263-9b05-91a664a416e8/micro-avatar.jpg?1711453907000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Tao Xie<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Peking University</span></h5><h5 class="media-heading"><small>China</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/tianyizhang1" class="navigate"><div class="media"><span class="pull-left"><img alt="Tianyi Zhang" src="https://conf.researchr.org/getProfileImage/tianyizhang1/8a0ce8fd-15a0-451d-92d3-4d79b1aa3ac1/micro-avatar.jpg?1711465030000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Tianyi Zhang<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Purdue University</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/xiangyuzhang" class="navigate"><div class="media"><span class="pull-left"><img alt="Xiangyu Zhang" src="https://conf.researchr.org/getProfileImage/xiangyuzhang/d0f5b89c-08e4-4c93-a359-ef5a181c721b/micro-avatar.jpg?1711455818000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Xiangyu Zhang<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Purdue University</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/haozhong" class="navigate"><div class="media"><span class="pull-left"><img alt="Hao Zhong" src="https://conf.researchr.org/getProfileImage/haozhong/3ede1d68-27c6-4c54-be72-1d283f773d17/micro-avatar.jpg?1711460949000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Hao Zhong<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Shanghai Jiao Tong University</span></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/roshanakzilouchianmoghaddam" class="navigate"><div class="media"><span class="pull-left"><img alt="Roshanak Zilouchian Moghaddam" src="https://conf.researchr.org/getProfileImage/roshanakzilouchianmoghaddam/13ad318f-aa83-488f-bf94-8bf45129791d/micro-avatar.jpg?1711486326000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Roshanak Zilouchian Moghaddam<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Microsoft</span></h5></div></div></a></li></ul></div><div class="panel panel-primary"><div class="panel-heading clearfix"><div class="panel-title"><a href="https://conf.researchr.org/committee/cain-2022/cain-2022-industrial-track-chair" class="navigate">Industrial Track Committee</a></div></div><ul class="list-group"><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/ipekozkaya" class="navigate"><div class="media"><span class="pull-left"><img alt="Ipek Ozkaya" src="https://conf.researchr.org/getProfileImage/ipekozkaya/c0fe8f66-3895-40fe-91a2-d302117b4d73/micro-avatar.jpg?1711460457000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Ipek Ozkaya<span class="pull-right"><small>Industrial Chair</small></span></h5><h5 class="media-heading"><span class="text-black">Carnegie Mellon Software Engineering Institute</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/janbosch1" class="navigate"><div class="media"><span class="pull-left"><img alt="Jan Bosch" src="https://conf.researchr.org/getProfileImage/janbosch1/6f73ec57-7550-4a5b-b539-af6ec0296c07/micro-avatar.jpg?1711463795000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Jan Bosch<span class="pull-right"><small>Committee Member</small></span></h5><h5 class="media-heading"><span class="text-black">Chalmers University of Technology</span></h5><h5 class="media-heading"><small>Sweden</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/timhalloran" class="navigate"><div class="media"><span class="pull-left"><img alt="micro-avatar" src="https://conf.researchr.org/getDefaultImage/micro-avatar?1403689231000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Tim Halloran<span class="pull-right"><small>Committee Member</small></span></h5><h5 class="media-heading"><span class="text-black">Google</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/carolsmith" class="navigate"><div class="media"><span class="pull-left"><img alt="Carol J. Smith" src="https://conf.researchr.org/getProfileImage/carolsmith/a15f8ca3-8938-43ab-a577-f52c87950e1a/micro-avatar.jpg?1711692148000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Carol J. Smith<span class="pull-right"><small>Committee Member</small></span></h5><h5 class="media-heading"><span class="text-black">Software Engineering Institute - Carnegie Mellon University</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/joostvisser" class="navigate"><div class="media"><span class="pull-left"><img alt="micro-avatar" src="https://conf.researchr.org/getDefaultImage/micro-avatar?1403689231000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Joost Visser<span class="pull-right"><small>Committee Member</small></span></h5><h5 class="media-heading"><span class="text-black">Leiden University</span></h5><h5 class="media-heading"><small>Netherlands</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/limingzhu" class="navigate"><div class="media"><span class="pull-left"><img alt="Liming Zhu" src="https://conf.researchr.org/getProfileImage/limingzhu/cb5801a8-5bed-4347-ba70-f93e9bf4c29f/micro-avatar.jpg?1711458911000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Liming Zhu<span class="pull-right"><small>Committee Member</small></span></h5><h5 class="media-heading"><span class="text-black">CSIRO’s Data61; UNSW</span></h5><h5 class="media-heading"><small>Australia</small></h5></div></div></a></li></ul></div><div class="panel panel-primary"><div class="panel-heading clearfix"><div class="panel-title"><a href="https://conf.researchr.org/committee/cain-2022/cain-2022-poster-committee" class="navigate">Posters Committee</a></div></div><ul class="list-group"><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/helenaholmstromolsson" class="navigate"><div class="media"><span class="pull-left"><img alt="Helena Holmström Olsson" src="https://conf.researchr.org/getProfileImage/helenaholmstromolsson/0c45c6da-ea71-4407-b934-c84904d5d672/micro-avatar.jpg?1711460502000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Helena Holmström Olsson<span class="pull-right"><small>Posters Co-Chair</small></span></h5><h5 class="media-heading"><span class="text-black">Malmö University</span></h5><h5 class="media-heading"><small>Sweden</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/cain-2022/ivakrasteva" class="navigate"><div class="media"><span class="pull-left"><img alt="Iva Krasteva" src="https://conf.researchr.org/getProfileImage/ivakrasteva/3437d7fe-b5db-49c2-8d24-b72825ef4377/micro-avatar.jpg?1711533576000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Iva Krasteva<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Sofia University, GATE Institute</span></h5><h5 class="media-heading"><small>Bulgaria</small></h5></div></div></a></li></ul></div></div></div><div id="messages-placeholder" class="alert alert-warning" style="display:none;"><a data-dismiss="alert" class="close">x</a><em>Mon 25 Nov 06:44</em></div></div><div id="notifications-ph" class="webdsl-placeholder"></div><div id="event-modal-loader" class="webdsl-placeholder"><form name="form_131600131703c411e65b13378d08eb1f6672b5a0259" id="form_131600131703c411e65b13378d08eb1f6672b5a0259" action="https://conf.researchr.org/eventDetailsModalByAjaxConferenceEdition" accept-charset="UTF-8" method="POST" class="hidden"><input type="hidden" name="form_131600131703c411e65b13378d08eb1f6672b5a0259" value="1" /><input type="hidden" name="context" value="cain-2022" /><input name="ae03f7f6f951d515a297b161e922205d" type="text" value="" class="inputString form-control event-id-input"/><button style="position: absolute; 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