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navigate"><span class="brand-text">ASE 2022</span></a><div class="place">Mon 10 - Fri 14 October 2022 <a href="https://conf.researchr.org/venue/ase-2022/ase-2022-venue" class="navigate">Oakland Center, Michigan, United States</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/ase-2022/ase-2022-venue" class="navigate">Venue: Oakland Center, Michigan, USA</a></li><li class="block"><a href="https://conf.researchr.org/attending/ase-2022/attendee-information" class="navigate">Attendee Information</a></li><li class="block"><a href="https://conf.researchr.org/attending/ase-2022/presenter-information" class="navigate">Presenter Information</a></li><li class="block"><a href="https://conf.researchr.org/attending/ase-2022/covid-19-protocol" class="navigate">COVID-19 Protocol</a></li><li class="block"><a href="https://conf.researchr.org/attending/ase-2022/registration" class="navigate">Registration</a></li><li class="block"><a href="https://conf.researchr.org/attending/ase-2022/accommodation" class="navigate">Accommodation</a></li><li class="block"><a href="https://conf.researchr.org/attending/ase-2022/visa-letters" class="navigate">Visa Letters</a></li><li class="block"><a href="https://conf.researchr.org/attending/ase-2022/travel-support" class="navigate">Travel Support</a></li><li class="block"><a 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href="https://conf.researchr.org/info/ase-2022/keynotes" class="navigate">Keynotes</a></li><li class="block"><a href="https://conf.researchr.org/info/ase-2022/week-overview" class="navigate">Week Overview</a></li><li class="block"><a href="https://conf.researchr.org/info/ase-2022/social-events" class="navigate">Social Events</a></li><li class="block"><a href="https://conf.researchr.org/info/ase-2022/awards" class="navigate">Awards</a></li><li class="block divider"></li><li class="block"><a href="https://conf.researchr.org/program/ase-2022/program-ase-2022/" data-fltr-type="date" data-fltr-val="Mon 10 Oct 2022" class="navigate">Mon 10 Oct</a></li><li class="block"><a href="https://conf.researchr.org/program/ase-2022/program-ase-2022/" data-fltr-type="date" data-fltr-val="Tue 11 Oct 2022" class="navigate">Tue 11 Oct</a></li><li class="block"><a href="https://conf.researchr.org/program/ase-2022/program-ase-2022/" data-fltr-type="date" data-fltr-val="Wed 12 Oct 2022" class="navigate">Wed 12 Oct</a></li><li class="block"><a href="https://conf.researchr.org/program/ase-2022/program-ase-2022/" data-fltr-type="date" data-fltr-val="Thu 13 Oct 2022" class="navigate">Thu 13 Oct</a></li><li class="block"><a href="https://conf.researchr.org/program/ase-2022/program-ase-2022/" data-fltr-type="date" data-fltr-val="Fri 14 Oct 2022" class="navigate">Fri 14 Oct</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">ASE 2022</li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-artifact-evaluation" class="navigate">Artifact Evaluation</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-doctoral-symposium" class="navigate">Doctoral Symposium</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-industry-showcase" class="navigate">Industry Showcase</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-journal-first-papers" class="navigate">Journal-first Papers</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-late-breaking-results" class="navigate">Late Breaking Results</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-nier-track" class="navigate">NIER Track</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-research-papers" class="navigate">Research Papers</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-student-research-competition" class="navigate">Student Research Competition</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-student-volunteers" class="navigate">Student Volunteers</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-tool-demonstrations" class="navigate">Tool Demonstrations</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-tutorials" class="navigate">Tutorials</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-workshops" class="navigate">Workshops</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-workshop-a-mobile-22" class="navigate">[Workshop] A-Mobile '22</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-workshop-ase4games-22" class="navigate">[Workshop] ASE4Games '22</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-workshop-aust-22" class="navigate">[Workshop] AUST '22</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-workshop-aesir-22" class="navigate">[Workshop] AeSIR '22</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-workshop-hcse-cs-22" class="navigate">[Workshop] HCSE&CS '22</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-workshop-hilt-22" class="navigate">[Workshop] HILT' 22</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-workshop-iwor-22" class="navigate">[Workshop] IWoR '22</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-workshop-jpf-22" class="navigate">[Workshop] JPF '22</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-workshop-varse-22" class="navigate">[Workshop] VARSE '22</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-diversity-and-inclusion-events" class="navigate">Diversity and Inclusion Events</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-meetings" class="navigate">Meetings</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-plenary" class="navigate">Plenary</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-mip-awards" class="navigate">MIP Awards</a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-posters-" class="navigate">Posters </a></li><li class="block"><a href="https://conf.researchr.org/track/ase-2022/ase-2022-keynotes" class="navigate">Keynotes</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">ASE 2022 Committees</li><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-organizing-committee" class="navigate">Organizing Committee</a></li><li class="block dropdown-header">Track Committees </li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>Artifact Evaluation</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-artifact-evaluation-artifact-evaluation-chairs" class="navigate">Artifact Evaluation Chairs</a></li><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-artifact-evaluation-program-committee" class="navigate">Program Committee</a></li></ul></li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>Doctoral Symposium</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-doctoral-symposium-doctoral-symposium-chairs" class="navigate">Doctoral Symposium Chairs</a></li><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-doctoral-symposium-program-committee" class="navigate">Program Committee</a></li></ul></li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>Industry Showcase</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-industry-showcase-industry-showcase-chairs" class="navigate">Industry Showcase Chairs</a></li><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-industry-showcase-program-committee" class="navigate">Program Committee</a></li></ul></li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>Journal-first Papers</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/journal-first-papers-chairs" class="navigate">Journal-first Papers Chairs</a></li><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-journal-first-papers-program-committee" class="navigate">Program Committee</a></li></ul></li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>Late Breaking Results</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-late-breaking-results-late-breaking-results-chairs" class="navigate">Late Breaking Results Chairs</a></li><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-late-breaking-results-program-committee" class="navigate">Program Committee</a></li></ul></li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>NIER Track</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-nier-track-nier-track-chairs" class="navigate">NIER Track Chairs</a></li><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-nier-track-program-committee" class="navigate">Program Committee</a></li></ul></li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>Research Papers</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-research-papers-research-papers-chair" class="navigate">Research Papers Chair</a></li><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-research-papers-program-committee" class="navigate">Program Committee</a></li></ul></li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>Student Research Competition</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-student-research-competition-student-research-competition-chairs" class="navigate">Student Research Competition Chairs</a></li><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-student-research-competition-judges" class="navigate">Judges</a></li><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-student-research-competition-program-committee" class="navigate">Program Committee</a></li></ul></li><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-student-volunteers-student-volunteers-chairs" class="navigate"><strong>Student Volunteers</strong></a></li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>Tool Demonstrations</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-tool-demonstrations-tool-demonstrations-chair" class="navigate">Tool Demonstrations Chairs</a></li><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-tool-demonstrations-program-committee" class="navigate">Program Committee</a></li></ul></li><li class="dropdown dropdown-submenu "><a href="#" data-toggle="dropdown" class="dropdown-toggle"><strong>Tutorials</strong></a><ul class="block dropdown-menu"><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-tutorials-tutorials-chairs" class="navigate">Tutorials Chairs</a></li><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-tutorials-program-committee" class="navigate">Program Committee</a></li></ul></li><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-workshops-workshops-chairs" class="navigate"><strong>Workshops</strong></a></li><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-diversity-and-inclusion-events-diversity-chairs" class="navigate"><strong>Diversity and Inclusion Events</strong></a></li><li class="block"><a href="https://conf.researchr.org/committee/ase-2022/ase-2022-mip-awards-mip-co-chairs" class="navigate"><strong>MIP Awards</strong></a></li><li class="block dropdown-header">Contributors</li><li class="block"><a href="https://conf.researchr.org/people-index/ase-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/ase-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/ase" class="navigate"><span class="glyphicon glyphicon-home"></span> Series</a></li><li class="block divider"></li><li class="block"></li><li class="block"><a href="https://conf.researchr.org/home/ase-2025" class="navigate">ASE 2025</a></li><li class="block"><a href="https://conf.researchr.org/home/ase-2024" class="navigate">ASE 2024</a></li><li class="block"><a href="https://conf.researchr.org/home/ase-2023" class="navigate">ASE 2023</a></li><li class="block"><span class="text-muted" style="margin-left: 2px;"><span class="glyphicon glyphicon-hand-right"></span> ASE 2022</span></li><li class="block"><a href="https://conf.researchr.org/home/ase-2021" class="navigate">ASE 2021</a></li><li class="block"><a href="https://conf.researchr.org/home/ase-2020" class="navigate">ASE 2020</a></li><li 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</script><div class="page-header"><span class="text-muted small"><span class="glyphicon glyphicon-home"></span> <a href="https://conf.researchr.org/home/ase-2022" class="navigate">ASE 2022</a> (<a href="https://conf.researchr.org/series/ase" class="navigate">series</a>) / </span><span class="text-muted small"><span class="glyphicon glyphicon-road"></span> <a href="https://conf.researchr.org/track/ase-2022/ase-2022-late-breaking-results" class="navigate">Late Breaking Results</a> / </span><h1>Program Committee <small>ASE Late Breaking Results</small><span class="pull-right"></span></h1></div><div class="row"><div class="col-sm-6"><a href="https://conf.researchr.org/profile/ase-2022/aminalipour" class="navigate"><div class="media"><span class="pull-left"><img alt="Amin Alipour" src="https://conf.researchr.org/getProfileImage/aminalipour/74f53ec9-c091-4a0e-b507-05b04bc800ed/small-avatar.jpg?1711462806000" class="outputimage media-object thumbnail portrait-small"/></span><div class="media-body"><h3 class="media-heading">Amin Alipour <small></small></h3><h4 class="media-heading"><span class="text-black">University of Houston</span></h4><h4 class="media-heading"><small>United States</small></h4></div></div></a></div><div class="col-sm-6"><a href="https://conf.researchr.org/profile/ase-2022/hamidbagheri2" class="navigate"><div class="media"><span class="pull-left"><img alt="small-avatar" src="https://conf.researchr.org/getDefaultImage/small-avatar?1403689208000" class="outputimage media-object thumbnail portrait-small"/></span><div class="media-body"><h3 class="media-heading">Hamid Bagheri <small></small></h3><h4 class="media-heading"><span class="text-black">John Deere</span></h4></div></div></a></div><div class="col-sm-6"><a href="https://conf.researchr.org/profile/ase-2022/sumonbiswas" class="navigate"><div class="media"><span class="pull-left"><img alt="Sumon Biswas" 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src="https://conf.researchr.org/getProfileImage/erikfredericks/decd6280-b901-4f81-8e89-7a856d54a299/small-avatar.jpg?1711464747000" class="outputimage media-object thumbnail portrait-small"/></span><div class="media-body"><h3 class="media-heading">Erik Fredericks <small></small></h3><h4 class="media-heading"><span class="text-black">Grand Valley State University</span></h4><h4 class="media-heading"><small>United States</small></h4></div></div></a></div><div class="col-sm-6"><a href="https://conf.researchr.org/profile/ase-2022/stephenkell" class="navigate"><div class="media"><span class="pull-left"><img alt="Stephen Kell" src="https://conf.researchr.org/getProfileImage/stephenkell/976fcfe1-3e5f-4f69-8dcf-23605800ad65/small-avatar.jpg?1711457162000" class="outputimage media-object thumbnail portrait-small"/></span><div class="media-body"><h3 class="media-heading">Stephen Kell <small></small></h3><h4 class="media-heading"><span class="text-black">King's College London</span></h4><h4 class="media-heading"><small>United Kingdom</small></h4></div></div></a></div><div class="col-sm-6"><a href="https://conf.researchr.org/profile/ase-2022/raffikhatchadourian" class="navigate"><div class="media"><span class="pull-left"><img alt="Raffi Khatchadourian" src="https://conf.researchr.org/getProfileImage/raffikhatchadourian/40be6f1c-7be6-4f38-adef-8da88cbfa672/small-avatar.jpg?1711457606000" class="outputimage media-object thumbnail portrait-small"/></span><div class="media-body"><h3 class="media-heading">Raffi Khatchadourian <small></small></h3><h4 class="media-heading"><span class="text-black">City University of New York (CUNY) Hunter College</span></h4><h4 class="media-heading"><small>United States</small></h4></div></div></a></div><div class="col-sm-6"><a href="https://conf.researchr.org/profile/ase-2022/binlin1" class="navigate"><div class="media"><span class="pull-left"><img alt="Bin Lin" 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portrait-small"/></span><div class="media-body"><h3 class="media-heading">Guangzhi Qu <small></small></h3><h4 class="media-heading"><span class="text-black">Oakland University</span></h4></div></div></a></div><div class="col-sm-6"><a href="https://conf.researchr.org/profile/ase-2022/akondrahman1" class="navigate"><div class="media"><span class="pull-left"><img alt="Akond Rahman" src="https://conf.researchr.org/getProfileImage/akondrahman1/7a1dae2b-9a4e-430e-96ae-678471289241/small-avatar.jpg?1711463587000" class="outputimage media-object thumbnail portrait-small"/></span><div class="media-body"><h3 class="media-heading">Akond Rahman <small></small></h3><h4 class="media-heading"><span class="text-black">Auburn University</span></h4><h4 class="media-heading"><small>United States</small></h4></div></div></a></div><div class="col-sm-6"><a href="https://conf.researchr.org/profile/ase-2022/martinshepperd" class="navigate"><div class="media"><span class="pull-left"><img alt="Martin Shepperd" 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Arizona Univeristy</span></h4><h4 class="media-heading"><small>United States</small></h4></div></div></a></div><div class="col-sm-6"><a href="https://conf.researchr.org/profile/ase-2022/giasuddin" class="navigate"><div class="media"><span class="pull-left"><img alt="Gias Uddin" src="https://conf.researchr.org/getProfileImage/giasuddin/59c43a9b-2179-4e57-9645-71a205d3ab88/small-avatar.jpg?1711498501000" class="outputimage media-object thumbnail portrait-small"/></span><div class="media-body"><h3 class="media-heading">Gias Uddin <small></small></h3><h4 class="media-heading"><span class="text-black">University of Calgary, Canada</span></h4><h4 class="media-heading"><small>Canada</small></h4></div></div></a></div><div class="col-sm-6"><a href="https://conf.researchr.org/profile/ase-2022/melinavidoni" class="navigate"><div class="media"><span class="pull-left"><img alt="Melina Vidoni" 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