{"id":757,"date":"2021-06-24T14:45:29","date_gmt":"2021-06-24T14:45:29","guid":{"rendered":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/?page_id=757"},"modified":"2021-10-23T17:48:44","modified_gmt":"2021-10-23T17:48:44","slug":"informs-workshop-on-data-mining-decision-analytics","status":"publish","type":"page","link":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/informs-workshop-on-data-mining-decision-analytics\/","title":{"rendered":"INFORMS Workshop on Data Mining &#038; Decision Analytics"},"content":{"rendered":"<!--themify_builder_content-->\n<div id=\"themify_builder_content-757\" data-postid=\"757\" class=\"themify_builder_content themify_builder_content-757 themify_builder tf_clear\">\n                    <div  data-lazy=\"1\" class=\"module_row themify_builder_row tb_0vgh750 tb_first tf_w\">\n                        <div class=\"row_inner col_align_top tb_col_count_2 tf_box tf_rel\">\n                        <div  data-lazy=\"1\" class=\"module_column tb-column col3-1 tb_3eh2751 first\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_1m6m42   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <p><strong>October 23, 2021, Anaheim, CA<\/strong><\/p>\n    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column tb-column col3-2 tb_bg8i200 last\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_yhyw352   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <p><strong>Organized by<\/strong><\/p>\n<p><a href=\"https:\/\/sites.google.com\/view\/dmdaworkshop2021\/home\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-759 size-full\" src=\"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/files\/2021\/06\/INFORMS_DataMiningSociety_logo.jpeg\" alt=\"INFORMS Data Mining Society logo\" width=\"356\" height=\"50\"><\/a><\/p>    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                        <\/div>\n        <\/div>\n                        <div  data-lazy=\"1\" class=\"module_row themify_builder_row tb_gjhe727 tf_w\">\n                        <div class=\"row_inner col_align_top tb_col_count_2 tf_box tf_rel\">\n                        <div  data-lazy=\"1\" class=\"module_column tb-column col4-3 tb_kqqt729 first\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_c5bz519   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <p><!--HubSpot Call-to-Action Code --><span class=\"hs-cta-wrapper\" id=\"hs-cta-wrapper-4b3d7134-b72b-4b1a-ab00-7cfedafbad82\"><span class=\"hs-cta-node hs-cta-4b3d7134-b72b-4b1a-ab00-7cfedafbad82\" id=\"hs-cta-4b3d7134-b72b-4b1a-ab00-7cfedafbad82\"><!--[if lte IE 8]><\/p>\n<div id=\"hs-cta-ie-element\"><\/div>\n<p><![endif]--><a href=\"https:\/\/cta-redirect.hubspot.com\/cta\/redirect\/3449182\/4b3d7134-b72b-4b1a-ab00-7cfedafbad82\" ><img decoding=\"async\" class=\"hs-cta-img\" id=\"hs-cta-img-4b3d7134-b72b-4b1a-ab00-7cfedafbad82\" style=\"border-width:0px;\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/3449182\/4b3d7134-b72b-4b1a-ab00-7cfedafbad82.png\" alt=\"Enter the DMDA Workshop\"\/><\/a><\/span><script charset=\"utf-8\" src=\"https:\/\/js.hscta.net\/cta\/current.js\"><\/script><script type=\"text\/javascript\"> hbspt.cta.load(3449182, '4b3d7134-b72b-4b1a-ab00-7cfedafbad82', {\"region\":\"na1\"}); <\/script><\/span><!-- end HubSpot Call-to-Action Code --><\/p>\n<p>The Data Mining Section of INFORMS is organizing the <a href=\"https:\/\/sites.google.com\/view\/dmdaworkshop2021\/home\">16th INFORMS Workshop on Data Mining and Decision Analytics<\/a> in conjunction with 2021 INFORMS Annual Meeting. You are cordially invited to join us and share your recent research work with peers from data mining, decision analytics, and artificial intelligence.<\/p>\n<p>To participate, a full paper must be submitted before the deadline for consideration. The workshop committee also announces the best paper competition in both theoretical and applied research tracks. All accepted papers are automatically considered for the best paper competition in the chosen track. Suitable best papers and runner-ups will be recommended for fast-track submission to <em><a href=\"https:\/\/www.informs.org\/Publications\/INFORMS-Journals\/INFORMS-Journal-on-Data-Science\">INFORMS Journal on Data Science (IJDS)<\/a><\/em>.<\/p>\n    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column tb-column col4-1 tb_d7wm454 last\">\n                            <\/div>\n                        <\/div>\n        <\/div>\n                        <div  data-lazy=\"1\" class=\"module_row themify_builder_row tb_pb0m474 tf_w\">\n                        <div class=\"row_inner col_align_top tb_col_count_3 tf_box tf_rel\">\n                        <div  data-lazy=\"1\" class=\"module_column tb-column col3-1 tb_ws41476 first\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_tjtf332   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <h2>Topics of Interest<\/h2>\n<p>Include, but are not limited to:<\/p>\n<ul>\n<li>Data Science and Artificial Intelligence<\/li>\n<li>Large-Scale Data Analytics and Big Data<\/li>\n<li>Reinforcement Learning<\/li>\n<li>Interpretable Data Mining<\/li>\n<li>Simulation\/Optimization in Data Analytics<\/li>\n<li>Network Analysis and Graph Mining<\/li>\n<li>Privacy &amp; Fairness in Data Science<\/li>\n<li>Bayesian Data Analytics<\/li>\n<li>Healthcare Analytics<\/li>\n<li>Longitudinal Data Analysis<\/li>\n<li>Causal Mining (Inference)<\/li>\n<li>Anomaly Detection<\/li>\n<li>Deep Learning<\/li>\n<li>Emerging Data Analytics in Industrial Applications<\/li>\n<li>Analytics in Social Media &amp; Finance<\/li>\n<li>Reliability &amp; Maintenance<\/li>\n<li>Visual Analytics<\/li>\n<li>Web Analytics\/Web Mining<\/li>\n<li>Text Mining &amp; Natural Language Processing<\/li>\n<li>Ethics and Security in Data Mining<\/li>\n<li>Fairness in Machine Learning<\/li>\n<\/ul>\n    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column tb-column col3-1 tb_acel477\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_isq0278   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <h2>Timeline<\/h2>\n<p><strong>May 1:<\/strong> Paper submission begin<\/span><br \/>\n<strong>August 12:<\/strong> Paper submission close<\/span><br \/>\n<strong>September 1:<\/strong> Final review decision<\/span><br \/>\n<strong>September 14:<\/strong> Workshop on Data Mining and Decision Analytics registration deadline<\/span><\/p>\n    <\/div>\n<\/div>\n<!-- \/module text --><!-- module text -->\n<div  class=\"module module-text tb_g9nt181   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <h2>DM Workshop Co-Chairs<\/h2>\n<p>Eyyub Kibis, Montclair State University<\/span><br \/>\nChen Kan, University of Texas at Arlington<\/span><br \/>\nNathan Gaw, Georgia Institute of Technology\u00a0<\/span><\/p>\n<h2>DM Workshop Management Committee<\/h2>\n<p>George Runger, Arizona State University<br \/>\nCynthia Rudin, Duke University<br \/>\nPaul Brooks, Virginia Commonwealth University<br \/>\nOnur Seref, Virginia Tech<br \/>\nAsil Oztekin, University of Massachusetts Lowell<br \/>\nMatthew Lanham, Purdue University<br \/>\nRamin Moghaddass, University of Miami<br \/>\nDurai Sundaramoorthi, Washington University<\/span><\/p>\n    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column tb-column col3-1 tb_jkbp525 last\">\n                            <\/div>\n                        <\/div>\n        <\/div>\n                        <div  data-lazy=\"1\" class=\"module_row themify_builder_row tb_at5d767 tf_w\">\n                        <div class=\"row_inner col_align_top tb_col_count_2 tf_box tf_rel\">\n                        <div  data-lazy=\"1\" class=\"module_column tb-column col4-3 tb_6poz768 first\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_m3n4904   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <h2>Papers submission guideline<\/h2>\n<ul>\n<li>Maximum of 10 pages (including abstract, tables, figures, and references)<\/li>\n<li>Single-spacing and 11-point font with one-inch margins on four sides<\/li>\n<li>Papers must be submitted via this <a href=\"https:\/\/forms.gle\/SwEpAaWPCBXnS1PTA\">link<\/a>. Late submission will not be considered for further review.<\/li>\n<li><strong>Copyright:<\/strong> The DM workshop will not retain the copyrights on the papers; so, the authors are free to submit their papers to other outlets, unless they want the paper to be considered for fast-track submission to INFORMS Journal on Data Science (IJDS).<\/li>\n<li><strong>Fast-track submission to IJDS:<\/strong> The <a href=\"https:\/\/www.informs.org\/Publications\/INFORMS-Journals\/INFORMS-Journal-on-Data-Science\">IJDS<\/a> publishes innovative and impactful data science methodologies contributing to decision making in business, management, and industry. To increase chances to be considered for fast-track submission, a paper should include novel methodology or existing methodology applied in a completely new way (&#8220;methodological discovery&#8221;).<\/li>\n<\/ul>\n<h2>Poster Competition<\/h2>\n<p>Submission deadline: October 15, 2021<br \/>\n<!--HubSpot Call-to-Action Code --><span class=\"hs-cta-wrapper\" id=\"hs-cta-wrapper-12ab5ea3-5967-4256-a5b7-f9806d26140d\"><span class=\"hs-cta-node hs-cta-12ab5ea3-5967-4256-a5b7-f9806d26140d\" id=\"hs-cta-12ab5ea3-5967-4256-a5b7-f9806d26140d\"><!--[if lte IE 8]><\/p>\n<div id=\"hs-cta-ie-element\"><\/div>\n<p><![endif]--><a href=\"https:\/\/cta-redirect.hubspot.com\/cta\/redirect\/3449182\/12ab5ea3-5967-4256-a5b7-f9806d26140d\" ><img decoding=\"async\" class=\"hs-cta-img\" id=\"hs-cta-img-12ab5ea3-5967-4256-a5b7-f9806d26140d\" style=\"border-width:0px;\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/3449182\/12ab5ea3-5967-4256-a5b7-f9806d26140d.png\" alt=\"Download the DMDA Poster Competition Flyer (PDF)\"\/><\/a><\/span><script charset=\"utf-8\" src=\"https:\/\/js.hscta.net\/cta\/current.js\"><\/script><script type=\"text\/javascript\"> hbspt.cta.load(3449182, '12ab5ea3-5967-4256-a5b7-f9806d26140d', {\"region\":\"na1\"}); <\/script><\/span><!-- end HubSpot Call-to-Action Code --><\/p>\n    <\/div>\n<\/div>\n<!-- \/module text --><!-- module text -->\n<div  class=\"module module-text tb_y3hy194   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <h2>Keynote Speakers<\/h2>\n<ul>\n<li><strong> Jayashree Kalpathy-Cramer (Associate Professor, Harvard Medical School), <\/strong>Jayashree Kalpathy-Cramer is the Director of the QTIM lab and the Center for Machine Learning at the Athinoula A. Martinos Center for Biomedical Imaging and an Associate Professor of Radiology at MGH\/Harvard Medical School. Dr. Kalpathy-Cramer is also Scientific Director at MGB Center for Clinical Data Science, a Senior Scientist at the American College of Radiology Data Science Institute and a member of the RSNA Machine Learning Steering Sub-committee. Her research interests include medical image analysis, machine learning and artificial intelligence for applications in radiology, oncology and ophthalmology. Dr. Kalpathy-Cramer has authored over 150 peer-reviewed publications and has written over a dozen book chapters. She is a Deputy Editor for the Radiology-AI journal, an Associate editor for the BJR and Editorial Board Member for TVST.<\/li>\n<li><strong> Ben Amaba (Global CTO, IBM), <\/strong>Dr. Ben Amaba holds a Ph.D. degree in Industrial &amp; Systems Engineering, an M.S. degree in Engineering and Operations, and a B.S. degree in Electrical Engineering. Dr. Amaba is a registered and licensed Professional Engineer in several states with International Registry; certified in Production, Operations, and Inventory Management by APICS<sup>\u00ae<\/sup>; LEED<sup>\u00ae<\/sup> Accredited Professional (Leadership in Energy &amp; Environment Design); and certified in Corporate Strategy by Massachusetts Institute of Technology in Cambridge, Massachusetts. He is responsible for industrial manufacturing, infrastructure, engineering, and supply chain solutions. Dr. Amaba is the Global Chief Technology Officer for the Industrial Sector \u2013 IBM Cloud and Cognitive. Dr. Amaba&#8217;s focus and interest is in artificial intelligence, data analytics, software engineering, Industrial Internet of Things (IIoT), 5G, and cloud technology.<\/li>\n<\/ul>\n<h3>Tutorials<\/h3>\n<p><strong>Hands-on Tutorial (Virtual):<\/strong> Machine Learning Made Easy with PyCaret<\/p>\n<p><strong>Speaker:<\/strong> Moez Ali, Data Scientist and Creator of PyCaret (An open-source, low-code machine learning library in Python).<\/p>\n<p><strong>Abstract:<\/strong> PyCaret is an open-source, low-code machine learning library in Python that allows you to go from preparing your data to deploying your model within minutes in your choice of environment. This talk is a practical demo on how to use PyCaret in your existing workflows and supercharge your data science team&#8217;s productivity.<\/p>\n<h2>Previous Workshops<\/h2>\n<p><a href=\"https:\/\/www.google.com\/url?q=https%3A%2F%2Fsites.google.com%2Fview%2Fdmdaworkshop2020%2Fhome%3Fauthuser%3D2&amp;sa=D&amp;sntz=1&amp;usg=AFQjCNG34lapMmIt5M7VWyOVSIYoHG6Srw\">1<\/a><a href=\"https:\/\/www.google.com\/url?q=https%3A%2F%2Fsites.google.com%2Fview%2Fdmdaworkshop2020%2Fhome%3Fauthuser%3D2&amp;sa=D&amp;sntz=1&amp;usg=AFQjCNG34lapMmIt5M7VWyOVSIYoHG6Srw\">5<\/a><a href=\"https:\/\/www.google.com\/url?q=https%3A%2F%2Fsites.google.com%2Fview%2Fdmdaworkshop2020%2Fhome%3Fauthuser%3D2&amp;sa=D&amp;sntz=1&amp;usg=AFQjCNG34lapMmIt5M7VWyOVSIYoHG6Srw\">th Virtual INFORMS Workshop on Data Mining and Decision Analytics<\/a><\/p>\n<p><a href=\"https:\/\/www.google.com\/url?q=https%3A%2F%2Fsites.google.com%2Fview%2Fdmdaworkshop%2Fhome&amp;sa=D&amp;sntz=1&amp;usg=AFQjCNGzdttHfIIScET1lfByzVfd2gCp0w\">14th INFORMS Workshop on Data Mining and Decision Analytics<\/a><\/p>\n<p><a href=\"http:\/\/www.google.com\/url?q=http%3A%2F%2Fmeetings2.informs.org%2Fwordpress%2Fphoenix2018%2Fpre-meeting%2F%23data-mining&amp;sa=D&amp;sntz=1&amp;usg=AFQjCNHca6nTCtUf3K3NISyxJ0kbqQlp8A\">13th INFORMS Workshop on Data Mining and Decision Analytics<\/a><\/p>\n<h2>Registration<\/h2>\n<p><strong>Onsite<\/strong><\/p>\n<p>$50 for students and retirees<\/p>\n<p>$150 for professionals<\/p>\n<p><strong>Virtual<\/strong><\/p>\n<p>$35 for students and retirees<\/p>\n<p>$100 for professionals<\/p>\n<p><a href=\"https:\/\/myaccount.informs.org\/s\/community-event?id=a1Y1U000002pO7rUAE&amp;hsCtaTracking=ca7d259e-40de-46de-a6fc-28734a845c22%7Cfa72b813-271c-49eb-aaa2-1d4928d1d094#\/reg\/tickets\">Click here to register for this event.<\/a><\/p>\n    <\/div>\n<\/div>\n<!-- \/module text -->        <div  data-lazy=\"1\" class=\"module_subrow themify_builder_sub_row tf_w col_align_top tb_col_count_1 tb_0yy9481\">\n                <div  data-lazy=\"1\" class=\"module_column sub_column col-full tb_8s85482 first\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_3yh1352   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <h2>Thank you to our sponsors!<\/h2>    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                    <\/div>\n                <div  data-lazy=\"1\" class=\"module_subrow themify_builder_sub_row tf_w col_align_middle tb_col_count_4 tb_c0nh491\">\n                <div  data-lazy=\"1\" class=\"module_column sub_column col4-1 tb_81f5491 first\">\n                    <!-- module image -->\n<div  class=\"module module-image tb_88wf675 image-top   tf_mw\" data-lazy=\"1\">\n        <div class=\"image-wrap tf_rel tf_mw\">\n            <a href=\"http:\/\/Georgia%20Tech%20H.%20Milton%20Stewart%20School%20of%20Industrial%20and%20Systems%20Engineering\">\n                   <img loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"415\" src=\"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/files\/2021\/10\/Manning_School_of_Business_Logo.jpg\" class=\"wp-post-image wp-image-2158\" title=\"Manning_School_of_Business_Logo\" alt=\"Manning_School_of_Business_Logo\">        <\/a>\n    \n        <\/div>\n    <!-- \/image-wrap -->\n    \n        <\/div>\n<!-- \/module image -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column sub_column col4-1 tb_kcpk492\">\n                    <!-- module image -->\n<div  class=\"module module-image tb_y08n450 image-top   tf_mw\" data-lazy=\"1\">\n        <div class=\"image-wrap tf_rel tf_mw\">\n            <a href=\"http:\/\/Georgia%20Tech%20H.%20Milton%20Stewart%20School%20of%20Industrial%20and%20Systems%20Engineering\">\n                   <img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"65\" src=\"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/files\/2021\/08\/ISyE-3line-black-and-gold.jpg\" class=\"wp-post-image wp-image-1365\" title=\"ISyE-3line-black-and-gold\" alt=\"ISyE-3line-black-and-gold\">        <\/a>\n    \n        <\/div>\n    <!-- \/image-wrap -->\n    \n        <\/div>\n<!-- \/module image -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column sub_column col4-1 tb_xfpu84\">\n                    <!-- module image -->\n<div  class=\"module module-image tb_5nua131 image-center   tf_mw\" data-lazy=\"1\">\n        <div class=\"image-wrap tf_rel tf_mw\">\n            <img decoding=\"async\" src=\"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/files\/2021\/07\/INFORMS_Journal_on_Data_Science_Name_Plate.png\" width=\"150\" class=\"wp-post-image wp-image-1185\" title=\"INFORMS_Journal_on_Data_Science_Name_Plate\" alt=\"INFORMS Journal on Data Science\">    \n        <\/div>\n    <!-- \/image-wrap -->\n    \n        <\/div>\n<!-- \/module image -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column 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module-image tb_10ut515 image-center   tf_mw\" data-lazy=\"1\">\n        <div class=\"image-wrap tf_rel tf_mw\">\n            <img decoding=\"async\" src=\"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/files\/2021\/08\/sas.jpg\" width=\"120\" class=\"wp-post-image wp-image-1366\" title=\"sas\" alt=\"SAS\">    \n        <\/div>\n    <!-- \/image-wrap -->\n    \n        <\/div>\n<!-- \/module image -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column sub_column col4-1 tb_oezv987\">\n                    <!-- module image -->\n<div  class=\"module module-image tb_wgdd737 image-top   tf_mw\" data-lazy=\"1\">\n        <div class=\"image-wrap tf_rel tf_mw\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"127\" src=\"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/files\/2021\/08\/bm_DecAnaly_st_4c.jpg\" class=\"wp-post-image wp-image-1367\" title=\"bm_DecAnaly_st_4c\" alt=\"VCU Master of Decision Analytics\">    \n        <\/div>\n    <!-- \/image-wrap -->\n    \n        <\/div>\n<!-- \/module image -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column sub_column col4-1 tb_mzz8987\">\n                    <!-- module image -->\n<div  class=\"module module-image tb_e4hd741 image-center   tf_mw\" data-lazy=\"1\">\n        <div class=\"image-wrap tf_rel tf_mw\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"58\" src=\"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/files\/2021\/08\/vt_center-for-business-analytics.jpg\" class=\"wp-post-image wp-image-1364\" title=\"vt_center-for-business-analytics\" alt=\"Pamplin College of Business, Center for Business Analytics, Virginia Tech\">    \n        <\/div>\n    <!-- \/image-wrap -->\n    \n        <\/div>\n<!-- \/module image -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column sub_column col4-1 tb_7gnd988 last\">\n                            <\/div>\n                    <\/div>\n                <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column tb-column col4-1 tb_hlza437 last\">\n                            <\/div>\n                        <\/div>\n        <\/div>\n        <\/div>\n<!--\/themify_builder_content-->","protected":false},"excerpt":{"rendered":"<p>October 23, 2021, Anaheim, CA Organized by The Data Mining Section of INFORMS is organizing the 16th INFORMS Workshop on Data Mining and Decision Analytics in conjunction with 2021 INFORMS Annual Meeting. You are cordially invited to join us and share your recent research work with peers from data mining, decision analytics, and artificial intelligence. [&hellip;]<\/p>\n","protected":false},"author":46,"featured_media":7,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"class_list":["post-757","page","type-page","status-publish","has-post-thumbnail","hentry","has-post-title","has-post-date","has-post-category","has-post-tag","has-post-comment","has-post-author",""],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.0 (Yoast SEO v26.0) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>INFORMS Workshop on Data Mining &amp; Decision Analytics - 2021 INFORMS Annual Meeting<\/title>\n<meta name=\"description\" content=\"The Data Mining Section of INFORMS is organizing the 16th INFORMS Workshop on Data Mining and Decision Analytics in conjunction with the 2021 INFORMS Annual Meeting. You are cordially invited to join us and share your recent research with peers from data mining, decision analytics, and artificial intelligence.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/informs-workshop-on-data-mining-decision-analytics\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"INFORMS Workshop on Data Mining &amp; Decision Analytics\" \/>\n<meta property=\"og:description\" content=\"The Data Mining Section of INFORMS is organizing the 16th INFORMS Workshop on Data Mining and Decision Analytics in conjunction with the 2021 INFORMS Annual Meeting. 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You are cordially invited to join us and share your recent research with peers from data mining, decision analytics, and artificial intelligence.","breadcrumb":{"@id":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/informs-workshop-on-data-mining-decision-analytics\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/informs-workshop-on-data-mining-decision-analytics\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/informs-workshop-on-data-mining-decision-analytics\/#primaryimage","url":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/files\/2020\/11\/2021_informs_annual_meeting_logo.png","contentUrl":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/files\/2020\/11\/2021_informs_annual_meeting_logo.png","width":400,"height":317,"caption":"Join us for the 2021 INFORMS Annual Meeting"},{"@type":"BreadcrumbList","@id":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/informs-workshop-on-data-mining-decision-analytics\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/"},{"@type":"ListItem","position":2,"name":"INFORMS Workshop on Data Mining &#038; Decision Analytics"}]},{"@type":"WebSite","@id":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/#website","url":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/","name":"2021 INFORMS Annual Meeting","description":"Anaheim, CA | October 24-27, 2021","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"builder_content":"<p><strong>October 23, 2021, Anaheim, CA<\/strong><\/p>\n<p><strong>Organized by<\/strong><\/p> <p><a href=\"https:\/\/sites.google.com\/view\/dmdaworkshop2021\/home\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/files\/2021\/06\/INFORMS_DataMiningSociety_logo.jpeg\" alt=\"INFORMS Data Mining Society logo\" width=\"356\" height=\"50\"><\/a><\/p>\n<p><a href=\"https:\/\/cta-redirect.hubspot.com\/cta\/redirect\/3449182\/4b3d7134-b72b-4b1a-ab00-7cfedafbad82\" ><img decoding=\"async\" id=\"hs-cta-img-4b3d7134-b72b-4b1a-ab00-7cfedafbad82\" style=\"border-width:0px;\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/3449182\/4b3d7134-b72b-4b1a-ab00-7cfedafbad82.png\" alt=\"Enter the DMDA Workshop\"\/><\/a><\/p> <p>The Data Mining Section of INFORMS is organizing the <a href=\"https:\/\/sites.google.com\/view\/dmdaworkshop2021\/home\">16th INFORMS Workshop on Data Mining and Decision Analytics<\/a> in conjunction with 2021 INFORMS Annual Meeting. You are cordially invited to join us and share your recent research work with peers from data mining, decision analytics, and artificial intelligence.<\/p> <p>To participate, a full paper must be submitted before the deadline for consideration. The workshop committee also announces the best paper competition in both theoretical and applied research tracks. All accepted papers are automatically considered for the best paper competition in the chosen track. Suitable best papers and runner-ups will be recommended for fast-track submission to <em><a href=\"https:\/\/www.informs.org\/Publications\/INFORMS-Journals\/INFORMS-Journal-on-Data-Science\">INFORMS Journal on Data Science (IJDS)<\/a><\/em>.<\/p>\n<h2>Topics of Interest<\/h2> <p>Include, but are not limited to:<\/p> <ul> <li>Data Science and Artificial Intelligence<\/li> <li>Large-Scale Data Analytics and Big Data<\/li> <li>Reinforcement Learning<\/li> <li>Interpretable Data Mining<\/li> <li>Simulation\/Optimization in Data Analytics<\/li> <li>Network Analysis and Graph Mining<\/li> <li>Privacy &amp; Fairness in Data Science<\/li> <li>Bayesian Data Analytics<\/li> <li>Healthcare Analytics<\/li> <li>Longitudinal Data Analysis<\/li> <li>Causal Mining (Inference)<\/li> <li>Anomaly Detection<\/li> <li>Deep Learning<\/li> <li>Emerging Data Analytics in Industrial Applications<\/li> <li>Analytics in Social Media &amp; Finance<\/li> <li>Reliability &amp; Maintenance<\/li> <li>Visual Analytics<\/li> <li>Web Analytics\/Web Mining<\/li> <li>Text Mining &amp; Natural Language Processing<\/li> <li>Ethics and Security in Data Mining<\/li> <li>Fairness in Machine Learning<\/li> <\/ul>\n<h2>Timeline<\/h2> <p><strong>May 1:<\/strong> Paper submission begin<br \/> <strong>August 12:<\/strong> Paper submission close<br \/> <strong>September 1:<\/strong> Final review decision<br \/> <strong>September 14:<\/strong> Workshop on Data Mining and Decision Analytics registration deadline<\/p>\n<h2>DM Workshop Co-Chairs<\/h2> <p>Eyyub Kibis, Montclair State University<br \/> Chen Kan, University of Texas at Arlington<br \/> Nathan Gaw, Georgia Institute of Technology\u00a0<\/p> <h2>DM Workshop Management Committee<\/h2> <p>George Runger, Arizona State University<br \/> Cynthia Rudin, Duke University<br \/> Paul Brooks, Virginia Commonwealth University<br \/> Onur Seref, Virginia Tech<br \/> Asil Oztekin, University of Massachusetts Lowell<br \/> Matthew Lanham, Purdue University<br \/> Ramin Moghaddass, University of Miami<br \/> Durai Sundaramoorthi, Washington University<\/p>\n<h2>Papers submission guideline<\/h2> <ul> <li>Maximum of 10 pages (including abstract, tables, figures, and references)<\/li> <li>Single-spacing and 11-point font with one-inch margins on four sides<\/li> <li>Papers must be submitted via this <a href=\"https:\/\/forms.gle\/SwEpAaWPCBXnS1PTA\">link<\/a>. Late submission will not be considered for further review.<\/li> <li><strong>Copyright:<\/strong> The DM workshop will not retain the copyrights on the papers; so, the authors are free to submit their papers to other outlets, unless they want the paper to be considered for fast-track submission to INFORMS Journal on Data Science (IJDS).<\/li> <li><strong>Fast-track submission to IJDS:<\/strong> The <a href=\"https:\/\/www.informs.org\/Publications\/INFORMS-Journals\/INFORMS-Journal-on-Data-Science\">IJDS<\/a> publishes innovative and impactful data science methodologies contributing to decision making in business, management, and industry. To increase chances to be considered for fast-track submission, a paper should include novel methodology or existing methodology applied in a completely new way (\"methodological discovery\").<\/li> <\/ul> <h2>Poster Competition<\/h2> <p>Submission deadline: October 15, 2021<br \/> <a href=\"https:\/\/cta-redirect.hubspot.com\/cta\/redirect\/3449182\/12ab5ea3-5967-4256-a5b7-f9806d26140d\" ><img decoding=\"async\" id=\"hs-cta-img-12ab5ea3-5967-4256-a5b7-f9806d26140d\" style=\"border-width:0px;\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/3449182\/12ab5ea3-5967-4256-a5b7-f9806d26140d.png\" alt=\"Download the DMDA Poster Competition Flyer (PDF)\"\/><\/a><\/p>\n<h2>Keynote Speakers<\/h2> <ul> <li><strong> Jayashree Kalpathy-Cramer (Associate Professor, Harvard Medical School), <\/strong>Jayashree Kalpathy-Cramer is the Director of the QTIM lab and the Center for Machine Learning at the Athinoula A. Martinos Center for Biomedical Imaging and an Associate Professor of Radiology at MGH\/Harvard Medical School. Dr. Kalpathy-Cramer is also Scientific Director at MGB Center for Clinical Data Science, a Senior Scientist at the American College of Radiology Data Science Institute and a member of the RSNA Machine Learning Steering Sub-committee. Her research interests include medical image analysis, machine learning and artificial intelligence for applications in radiology, oncology and ophthalmology. Dr. Kalpathy-Cramer has authored over 150 peer-reviewed publications and has written over a dozen book chapters. She is a Deputy Editor for the Radiology-AI journal, an Associate editor for the BJR and Editorial Board Member for TVST.<\/li> <li><strong> Ben Amaba (Global CTO, IBM), <\/strong>Dr. Ben Amaba holds a Ph.D. degree in Industrial &amp; Systems Engineering, an M.S. degree in Engineering and Operations, and a B.S. degree in Electrical Engineering. Dr. Amaba is a registered and licensed Professional Engineer in several states with International Registry; certified in Production, Operations, and Inventory Management by APICS<sup>\u00ae<\/sup>; LEED<sup>\u00ae<\/sup> Accredited Professional (Leadership in Energy &amp; Environment Design); and certified in Corporate Strategy by Massachusetts Institute of Technology in Cambridge, Massachusetts. He is responsible for industrial manufacturing, infrastructure, engineering, and supply chain solutions. Dr. Amaba is the Global Chief Technology Officer for the Industrial Sector \u2013 IBM Cloud and Cognitive. Dr. Amaba's focus and interest is in artificial intelligence, data analytics, software engineering, Industrial Internet of Things (IIoT), 5G, and cloud technology.<\/li> <\/ul> <h3>Tutorials<\/h3> <p><strong>Hands-on Tutorial (Virtual):<\/strong> Machine Learning Made Easy with PyCaret<\/p> <p><strong>Speaker:<\/strong> Moez Ali, Data Scientist and Creator of PyCaret (An open-source, low-code machine learning library in Python).<\/p> <p><strong>Abstract:<\/strong> PyCaret is an open-source, low-code machine learning library in Python that allows you to go from preparing your data to deploying your model within minutes in your choice of environment. This talk is a practical demo on how to use PyCaret in your existing workflows and supercharge your data science team's productivity.<\/p> <h2>Previous Workshops<\/h2> <p><a href=\"https:\/\/www.google.com\/url?q=https%3A%2F%2Fsites.google.com%2Fview%2Fdmdaworkshop2020%2Fhome%3Fauthuser%3D2&amp;sa=D&amp;sntz=1&amp;usg=AFQjCNG34lapMmIt5M7VWyOVSIYoHG6Srw\">1<\/a><a href=\"https:\/\/www.google.com\/url?q=https%3A%2F%2Fsites.google.com%2Fview%2Fdmdaworkshop2020%2Fhome%3Fauthuser%3D2&amp;sa=D&amp;sntz=1&amp;usg=AFQjCNG34lapMmIt5M7VWyOVSIYoHG6Srw\">5<\/a><a href=\"https:\/\/www.google.com\/url?q=https%3A%2F%2Fsites.google.com%2Fview%2Fdmdaworkshop2020%2Fhome%3Fauthuser%3D2&amp;sa=D&amp;sntz=1&amp;usg=AFQjCNG34lapMmIt5M7VWyOVSIYoHG6Srw\">th Virtual INFORMS Workshop on Data Mining and Decision Analytics<\/a><\/p> <p><a href=\"https:\/\/www.google.com\/url?q=https%3A%2F%2Fsites.google.com%2Fview%2Fdmdaworkshop%2Fhome&amp;sa=D&amp;sntz=1&amp;usg=AFQjCNGzdttHfIIScET1lfByzVfd2gCp0w\">14th INFORMS Workshop on Data Mining and Decision Analytics<\/a><\/p> <p><a href=\"http:\/\/www.google.com\/url?q=http%3A%2F%2Fmeetings2.informs.org%2Fwordpress%2Fphoenix2018%2Fpre-meeting%2F%23data-mining&amp;sa=D&amp;sntz=1&amp;usg=AFQjCNHca6nTCtUf3K3NISyxJ0kbqQlp8A\">13th INFORMS Workshop on Data Mining and Decision Analytics<\/a><\/p> <h2>Registration<\/h2> <p><strong>Onsite<\/strong><\/p> <p>$50 for students and retirees<\/p> <p>$150 for professionals<\/p> <p><strong>Virtual<\/strong><\/p> <p>$35 for students and retirees<\/p> <p>$100 for professionals<\/p> <p><a href=\"https:\/\/myaccount.informs.org\/s\/community-event?id=a1Y1U000002pO7rUAE&amp;hsCtaTracking=ca7d259e-40de-46de-a6fc-28734a845c22%7Cfa72b813-271c-49eb-aaa2-1d4928d1d094#\/reg\/tickets\">Click here to register for this event.<\/a><\/p>\n<h2>Thank you to our sponsors!<\/h2>\n<a href=\"http:\/\/Georgia%20Tech%20H.%20Milton%20Stewart%20School%20of%20Industrial%20and%20Systems%20Engineering\"> <img src=\"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/files\/2021\/10\/Manning_School_of_Business_Logo.jpg\" title=\"Manning_School_of_Business_Logo\" alt=\"Manning_School_of_Business_Logo\"> <\/a>\n<a href=\"http:\/\/Georgia%20Tech%20H.%20Milton%20Stewart%20School%20of%20Industrial%20and%20Systems%20Engineering\"> <img src=\"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/files\/2021\/08\/ISyE-3line-black-and-gold.jpg\" title=\"ISyE-3line-black-and-gold\" alt=\"ISyE-3line-black-and-gold\"> <\/a>\n<img src=\"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/files\/2021\/07\/INFORMS_Journal_on_Data_Science_Name_Plate.png\" width=\"150\" title=\"INFORMS_Journal_on_Data_Science_Name_Plate\" alt=\"INFORMS Journal on Data Science\">\n<img src=\"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/files\/2021\/07\/PURDUE1Krannert-School-of-Management_V-Full-RGB-1.jpg\" width=\"120\" title=\"PURDUE1Krannert-School-of-Management_V-Full-RGB\" alt=\"Purdue University Krannert School of Management\">\n<img src=\"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/files\/2021\/08\/sas.jpg\" width=\"120\" title=\"sas\" alt=\"SAS\">\n<img src=\"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/files\/2021\/08\/bm_DecAnaly_st_4c.jpg\" title=\"bm_DecAnaly_st_4c\" alt=\"VCU Master of Decision Analytics\">\n<img src=\"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/files\/2021\/08\/vt_center-for-business-analytics.jpg\" title=\"vt_center-for-business-analytics\" alt=\"Pamplin College of Business, Center for Business Analytics, Virginia Tech\">","_links":{"self":[{"href":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/wp-json\/wp\/v2\/pages\/757","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/wp-json\/wp\/v2\/users\/46"}],"replies":[{"embeddable":true,"href":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/wp-json\/wp\/v2\/comments?post=757"}],"version-history":[{"count":40,"href":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/wp-json\/wp\/v2\/pages\/757\/revisions"}],"predecessor-version":[{"id":2400,"href":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/wp-json\/wp\/v2\/pages\/757\/revisions\/2400"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/wp-json\/wp\/v2\/media\/7"}],"wp:attachment":[{"href":"https:\/\/meetings.informs.org\/wordpress\/anaheim2021\/wp-json\/wp\/v2\/media?parent=757"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}