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In development and implementation of AI-enabled systems — defined as systems that contain AI components — experience has shown that the main challenge is not to develop the best models or algorithm ...'> </head> <body id="home"><div class="frame"><div class="logobar"><div class="container"><a href="https://conf.researchr.org/home/cain-2024" class="navbar-brand navigate"><span class="brand-text">CAIN 2024</span></a><div class="place">Sun 14 - Mon 15 April 2024 <a href="https://conf.researchr.org/venue/cain-2024/icse-2024-venue" class="navigate">Lisbon, Portugal</a></div><div class="place2">co-located with <a href="https://conf.researchr.org/home/icse-2024" class="navigate">ICSE 2024</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-2024/icse-2024-venue" class="navigate">Congress and Conference Centre: Centro Cultural de Belém</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2024/keynote-speakers" class="navigate">CAIN 2024 - Keynote Speakers</a></li><li class="block dropdown-header">ICSE 2024</li><li class="block"><a href="https://conf.researchr.org/attending/cain-2024/Code+of+Conduct" class="indent navigate">Code of Conduct</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2024/equity-diversity-inclusion-plan" class="indent navigate">Equity, Diversity, and Inclusion Plan</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2024/registration" class="indent navigate">Registration</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2024/travel-support" class="indent navigate">Travel Support</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2024/visa" class="indent navigate">Visa</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2024/accommodation" class="indent navigate">Accomodation</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2024/transportation" class="indent navigate">Transportation</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2024/banquet" class="indent navigate">Banquet at LX Factory</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2024/Keynotes" class="indent navigate">Keynotes</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2024/Sustainability" class="indent navigate">Sustainability</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2024/Instructions+for+Authors+Presenting+at+ICSE+2024" class="indent navigate">Instructions for Authors Presenting at ICSE 2024</a></li><li class="block"><a href="https://conf.researchr.org/attending/cain-2024/Guidelines+for+Creating+a+Poster" class="indent navigate">Guidelines for Creating a Poster</a></li></ul></li><li class="dropdown"><a href="#" data-toggle="dropdown" class="dropdown-toggle">Info <span class="caret"></span></a><ul class="block dropdown-menu"><li class="block dropdown-header">ICSE 2024</li><li class="block indent"><a href="https://conf.researchr.org/info/cain-2024/sponsors-and-supporters" class="navigate">Sponsors and Supporters</a></li><li class="block indent"><a href="https://conf.researchr.org/info/cain-2024/sponsorships-opportunities" class="navigate">Sponsorships Opportunities</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-2024/program-cain-2024/" class="navigate">CAIN Program</a></li><li class="block"><a href="https://conf.researchr.org/program/cain-2024/program-cain-2024/" 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-2024/cain-2024-awards" class="navigate">CAIN 2024 Awards</a></li><li class="block dropdown-header">ICSE 2024</li><li class="block indent"><a href="https://conf.researchr.org/info/cain-2024/awards" class="navigate">Awards</a></li><li class="block divider"></li><li class="block"><a href="https://conf.researchr.org/program/cain-2024/program-cain-2024/" data-fltr-type="date" data-fltr-val="Sun 14 Apr 2024" class="navigate">Sun 14 Apr</a></li><li class="block"><a href="https://conf.researchr.org/program/cain-2024/program-cain-2024/" data-fltr-type="date" data-fltr-val="Mon 15 Apr 2024" class="navigate">Mon 15 Apr</a></li></ul></li><li id="tracks-in-navbar" class="dropdown"><a href="#" data-toggle="dropdown" class="dropdown-toggle">Tracks <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 2024</li><li class="block"><a href="https://conf.researchr.org/track/cain-2024/cain-2024-call-for-papers" class="navigate">Research and Experience Papers</a></li><li class="block"><a href="https://conf.researchr.org/track/cain-2024/cain-2024-industry-talks" class="navigate">Industry Talks</a></li><li class="block"><a href="https://conf.researchr.org/track/cain-2024/cain-2024-doctoral-symposium" class="navigate">Doctoral Symposium</a></li><li class="block"><a href="https://conf.researchr.org/track/cain-2024/cain-2024-call-for-posters" class="navigate">Posters</a></li></ul></div></div></ul></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 2024 Committees</li><li class="block"><a href="https://conf.researchr.org/committee/cain-2024/cain-2024-organizing-committee" class="navigate">Organizing Committee</a></li><li class="block"><a href="https://conf.researchr.org/committee/cain-2024/cain-2024-steering-committee" class="navigate">Steering Committee</a></li><li class="block dropdown-header">Track Committees </li><li class="block"><a href="https://conf.researchr.org/committee/cain-2024/cain-2024-call-for-papers-program-committee" class="navigate"><strong>Research and Experience Papers</strong></a></li><li class="block"><a href="https://conf.researchr.org/committee/cain-2024/cain-2024-industry-talks-industry-track-program-committee" class="navigate"><strong>Industry Talks</strong></a></li><li class="block"><a href="https://conf.researchr.org/committee/cain-2024/cain-2024-doctoral-symposium-program-committee" class="navigate"><strong>Doctoral Symposium</strong></a></li><li class="block"><a href="https://conf.researchr.org/committee/cain-2024/cain-2024-call-for-posters-posters-committee" class="navigate"><strong>Posters</strong></a></li><li class="block dropdown-header">Contributors</li><li class="block"><a href="https://conf.researchr.org/people-index/cain-2024" 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-2024//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"><span class="text-muted" style="margin-left: 2px;"><span class="glyphicon glyphicon-hand-right"></span> CAIN 2024</span></li><li class="block"><a href="https://conf.researchr.org/home/cain-2023" class="navigate">CAIN 2023</a></li><li class="block"><a href="https://conf.researchr.org/home/cain-2022" class="navigate">CAIN 2022</a></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-2024/https%3A%5Es%5Esconf.researchr.org%5Eshome%5Escain-2024" rel="nofollow" class="navigate">Sign in</a></li><li class="block"><a href="https://conf.researchr.org/signup/cain-2024" class="navigate">Sign up</a></li></ul></div></div></div></div><div id="content" class="container"><div class="row"><div class="col-sm-7"><div class="row"><div class="col-sm-12"><div class="page-header"><h1>CAIN 2024</h1></div><h3><a href="#welcome-to-cain-2024-3rd-international-conference-on-ai-engineering-software-engineering-for-ai" id="welcome-to-cain-2024-3rd-international-conference-on-ai-engineering-software-engineering-for-ai" class="anchor-link">Welcome to CAIN 2024 — 3rd International Conference on AI Engineering – Software Engineering for AI</a></h3> <h4><a href="#april-14-15-2024" id="april-14-15-2024" class="anchor-link">April 14-15, 2024</a></h4> <hr> <style> .imp_note { background-color: #f2f2f2; padding: 20px; border-radius: 5px; } </style> <style> .speaker-table { width: 100%; border-collapse: collapse; } .speaker-column { width: 50%; padding: 10px; vertical-align: top; } .speaker-column img { max-width: 100%; height: auto; border-radius: 10px; } .speaker-title { color: #333333; font-size: 24px; font-weight: bold; margin-bottom: 5px; } .talk-title, .abstract-title, .bio-title { color: #1A5276; font-size: 18px; font-weight: bold; margin-top: 20px; margin-bottom: 10px; } .content { font-size: 16px; color: #4A4A4A; text-align: justify; } </style> <p>The goal of the CAIN Conference Series is to bring together researchers and practitioners in software engineering, data science, and artificial intelligence (AI) as part of a growing community that is targeting the challenges of Software Engineering for AI-enabled systems.</p> <p>In development and implementation of AI-enabled systems — defined as systems that contain AI components — experience has shown that the main challenge is not to develop the best models or algorithms but rather to provide support for the entire system life cycle – from business idea, through data collection, model training, system design and development, product deployment and operation, and eventually its maintenance and evolution. Therefore there is a clear need to advance the field of Software Engineering for AI. While there are many well-established venues in the fields of AI and machine learning (ML), <strong>CAIN is unique in that it takes a systems and life cycle perspective on AI engineering.</strong></p> <p>CAIN has the following goals for the next few years.</p> <ul> <li>Identify the main challenges in software engineering for AI systems, considering industrial needs and experience.</li> <li>Create a roadmap that captures research directions in AI engineering in relation to AI-enabled systems life cycle and the software engineering practices to support it.</li> <li>Contribute to a better understanding of the differences between data science and software engineering approaches such that practices from both fields can come together to solve practical problems in AI engineering.</li> <li>Identify industrial challenges in building and using AI-enabled systems and contribute to solving them.</li> <li>Build a thriving community of software engineering, data science, and AI practitioners and researchers</li> </ul> <p>CAIN’24 will have all sessions in a single track:</p> <ul> <li>Invited keynotes and panels.</li> <li>Presentation of accepted research and experience papers.</li> <li>Industry talks.</li> <li>Poster presentations</li> </ul> <h4><a href="#scope-and-topics-of-interest" id="scope-and-topics-of-interest" class="anchor-link">Scope and Topics of Interest</a></h4> <p>The area of interest for CAIN is Software Engineering for AI — improving the development of AI-based systems throughout the full life cycle. Topics include but are not limited to:</p> <ul> <li>System and software requirements and their relationship to AI/ML modeling.</li> <li>Data management ensuring relevance and efficiency related to business goals.</li> <li>System and software architecture for AI-enabled systems.</li> <li>Integration of AI and software development processes into the AI system development life cycle, including continuous integration and deployment, and system and software evolution.</li> <li>Ensuring and managing system and software nonfunctional properties and their relationship to AI/ML properties, including runtime properties such as performance, safety, security, and reliability; and life-cycle properties including reusability, maintainability and evolution.</li> <li>Collaboration, organizational, and management practices for a successful development of AI-enabled systems.</li> <li>Building effective infrastructures to support development of AI systems and components.</li> </ul> <p><strong>Note:</strong> Submissions that report strictly on data science or model development without any connection to software engineering and AI-enabled systems will be desk-rejected. As stated earlier, there are many venues for those papers where authors would get much more valuable and relevant feedback.</p> <p>The CAIN’24 conference is co-located with the 46th International Conference on Software Engineering (ICSE’24). Please find more information about ICSE’24 <a href="https://conf.researchr.org/home/icse-2024">here</a>.</p> <p>Stay tuned for more Information!</p> </div></div></div><div class="col-sm-4 col-sm-offset-1 sidebar"><div class="panel panel-primary"><div class="panel-heading clearfix"><div class="panel-title"><span class="glyphicon glyphicon-road"></span> CAIN 2024 Tracks</div></div><div class="panel-body"><div class="all-tracks"><a href="https://conf.researchr.org/track/cain-2024/cain-2024-call-for-papers" class="text-muted navigate">Research and Experience Papers</a> | <a href="https://conf.researchr.org/track/cain-2024/cain-2024-industry-talks" class="text-muted navigate">Industry Talks</a> | <a href="https://conf.researchr.org/track/cain-2024/cain-2024-doctoral-symposium" class="text-muted navigate">Doctoral Symposium</a> | <a href="https://conf.researchr.org/track/cain-2024/cain-2024-call-for-posters" class="text-muted navigate">Posters</a></div></div></div><div class="panel panel-primary social-media-widget"><div class="panel-heading clearfix"><div class="panel-title"><svg xmlns="http://www.w3.org/2000/svg" height="0.875em" viewBox="0 0 512 512"><path d="M389.2 48h70.6L305.6 224.2 487 464H345L233.7 318.6 106.5 464H35.8L200.7 275.5 26.8 48H172.4L272.9 180.9 389.2 48zM364.4 421.8h39.1L151.1 88h-42L364.4 421.8z"></path></svg> Posts</div></div><a class="twitter-timeline" data-height="400"href="https://twitter.com/CAINconf">CAINconf</a><script async src="//platform.twitter.com/widgets.js" charset="utf-8"></script></div></div></div><div id="messages-placeholder" class="alert alert-warning" style="display:none;"><a data-dismiss="alert" class="close">x</a><em>Thu 28 Nov 00:49</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-2024" /><input name="ae03f7f6f951d515a297b161e922205d" type="text" value="" class="inputString form-control event-id-input"/><button style="position: absolute; 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