{"id":56,"date":"2015-06-16T13:44:07","date_gmt":"2015-06-16T11:44:07","guid":{"rendered":"http:\/\/members.loria.fr\/thierrygartiser\/?page_id=56"},"modified":"2024-02-18T16:10:32","modified_gmt":"2024-02-18T14:10:32","slug":"accueil","status":"publish","type":"page","link":"https:\/\/members.loria.fr\/ABrun\/","title":{"rendered":"Accueil"},"content":{"rendered":"<p>Professor in Computer Science at Universit\u00e9 de Lorraine &#8211; <a href=\"https:\/\/hal.archives-ouvertes.fr\/tel-01832540\">HDR.<\/a>\u00a0&#8211; Deputy director of the <a href=\"https:\/\/www.loria.fr\/en\/\">LORIA<\/a> lab.<\/p>\n<p>Head of the <a href=\"https:\/\/team.inria.fr\/bird\/fr\/\">BIRD<\/a> research team at\u00a0<a href=\"http:\/\/www.loria.fr\">LORIA<\/a> lab, PI of the <a href=\"https:\/\/boom.loria.fr\">ANR BOOM<\/a> (2020-2024) project.<\/p>\n<p>Teaching at <a href=\"http:\/\/institut-sciences-digitales.fr\">IDMC<\/a> (Institute of Digital Sciences, Management and Cognition), head of the 2nd year of <a href=\"http:\/\/institut-sciences-digitales.fr\/courses\/master-2-sciences-cognitives\/\">Master in Cognitive Sciences<\/a>\u00a0(2012-2018: head of the <a href=\"http:\/\/institut-sciences-digitales.fr\/parcours-miashs\/\">Bachelor in Mathematics and Computer Science applied to Social and Human Sciences<\/a>)<\/p>\n<p>My research interests are: artificial intelligence, trustworthy AI, including user modelling: preferences and behavior for diagnostic, predictive and prescriptive modelling, with a specific focus on the design of recommender systems. My approach relies on machine learning and data mining.<br \/>\nApplication domains of my research works are: education, media, commerce, human resources, banking, etc.<\/p>\n<p>I am currently the co-adviser of the following PhD students:<\/p>\n<ul>\n<li>Guillaume Schmit \u00ab\u00a0Improve performance and generalisation of AI\u00a0\u00bb. Defence planned in November 2026.<\/li>\n<li>Chlo\u00e9 Przemyski \u00ab\u00a0Anti-fraud system: inference and prediction in a non-stationary and reactive environment.\u00a0\u00bb Defence planned in October 2026.<\/li>\n<li>Ikram Gagaoua \u00ab\u00a0Conception d&rsquo;un m\u00e9ta-mod\u00e8le apprenant\u00a0\u00bb Th\u00e8se CIFRE. Defence planned in March 2025.<\/li>\n<li>C\u00e9lina Treuillier \u00ab\u00a0News Recommender Systems to Open Opinion Bubbles\u00a0\u00bb. Defence planned in October 2024.<\/li>\n<li>Nicolas Hubert \u00a0\u00bb Recommender system for educational orientation\u00a0\u00bb. Defence planned in October 2024.<\/li>\n<li>Evan Dufraisse \u00ab\u00a0Hybrid representation of polarising topics in political news\u00a0\u00bb. Defence planned in March 2024.<\/li>\n<li>Patrick Asante Owusu \u00ab\u00a0Causal inference for recommendation\u00a0\u00bb. International co-tutelle with \u00a0Universit\u00e9 de Sherbrooke (Qu\u00e9bec), co-advised by\u00a0<a href=\"https:\/\/www.usherbrooke.ca\/sciences\/personnel\/informatique\/corps-professoral\/professeurs\/shengrui-wang\/\">Pr. Shengrui Wang<\/a>.\u00a0Defence planned in November 2023.<\/li>\n<li style=\"list-style-type: none\"><\/li>\n<\/ul>\n<p>Past Phd students:<\/p>\n<ul>\n<li>Alexandre Bettinger \u00ab\u00a0Independent influence and explainability of exploration and exploitation in metaheuristics\u00a0\u00bb.\u00a0Defended in December 2022.<\/li>\n<li>Zhao Zhang \u00a0\u00bb Towards hybrid and explainable recommender\u00a0systems mixing content analysis and collaborative filtering\u00a0\u00bb. Defended in July 2022.<\/li>\n<li>Adrien Dufraux \u00ab\u00a0Leveraging Noisy, Incomplete, or Implicit\u00a0Labels for Automatic Speech Recognition\u00a0\u00bb.\u00a0Defended in April 2022.<\/li>\n<li>Halima Ramdani \u00ab\u00a0Optimization e-recruitment process\u00a0\u00bb. Defended in December 2021.<\/li>\n<li>Julie Budaher \u00a0\u00bb Sequential Pattern Generalization for Mining Multi-source Data\u00a0\u00bb. Defended in December 2020.<\/li>\n<li>Yacine Abboud \u00ab\u00a0Fouille de motifs : entre accessibilit\u00e9 et robustesse\u00a0\u00bb. Defended in November 2018.<\/li>\n<li>Benjamin Gras \u00ab\u00a0Modeling atypical users in recommender systems\u00a0\u00bb. Fefended in January 2018.<\/li>\n<li>Oleksandr Palchenko \u00ab\u00a0Algorithms and information technology to search similar objects in Big Data\u00a0\u00bb. PhD stopped after 1 year.<\/li>\n<li>Marharyta Aleksandrova \u00ab\u00a0Matrix factorisation and contrats analysis for recommandation\u00a0\u00bb. French-Ukraine\u00a0PhD. Defended in July 2017.<\/li>\n<li>Lina Fahed \u00ab\u00a0Predicting and Influencing the occurrence of events in a complex sequence\u00a0\u00bb. Defended\u00a0in October\u00a02016.<\/li>\n<li>Geoffray Bonnin \u00ab\u00a0sequential approaches in recommender systems for Web navigation\u00a0\u00bb. Defended in November 2010.<\/li>\n<li>Ilham Esslimani \u00ab\u00a0a behavioral approach of the recommendation and social networks as a representation tool\u00a0\u00bb. Defended in December 2010.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Professor in Computer Science at Universit\u00e9 de Lorraine &#8211; <a href=\"https:\/\/hal.archives-ouvertes.fr\/tel-01832540\">HDR.<\/a>\u00a0&#8211; Deputy director of the <a href=\"https:\/\/www.loria.fr\/en\/\">LORIA<\/a> lab.<\/p>\n<p>Head of the <a href=\"https:\/\/team.inria.fr\/bird\/fr\/\">BIRD<\/a> research team at\u00a0<a href=\"http:\/\/www.loria.fr\">LORIA<\/a> lab, PI of the <a href=\"https:\/\/boom.loria.fr\">ANR BOOM<\/a> (2020-2024) project.<\/p>\n<p>Teaching at <a href=\"http:\/\/institut-sciences-digitales.fr\">IDMC<\/a> (Institute of Digital Sciences, Management and Cognition), head of the 2nd year of <a href=\"http:\/\/institut-sciences-digitales.fr\/courses\/master-2-sciences-cognitives\/\">Master in Cognitive Sciences<\/a>\u00a0(2012-2018: head of the <a href=\"http:\/\/institut-sciences-digitales.fr\/parcours-miashs\/\">Bachelor in Mathematics and Computer Science applied to Social and Human Sciences<\/a>)<\/p>\n<p>My research interests are: artificial intelligence, trustworthy AI,<\/p>\n","protected":false},"author":5,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-56","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/members.loria.fr\/ABrun\/wp-json\/wp\/v2\/pages\/56","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/members.loria.fr\/ABrun\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/members.loria.fr\/ABrun\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/members.loria.fr\/ABrun\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/members.loria.fr\/ABrun\/wp-json\/wp\/v2\/comments?post=56"}],"version-history":[{"count":68,"href":"https:\/\/members.loria.fr\/ABrun\/wp-json\/wp\/v2\/pages\/56\/revisions"}],"predecessor-version":[{"id":466,"href":"https:\/\/members.loria.fr\/ABrun\/wp-json\/wp\/v2\/pages\/56\/revisions\/466"}],"wp:attachment":[{"href":"https:\/\/members.loria.fr\/ABrun\/wp-json\/wp\/v2\/media?parent=56"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}