{"id":18614,"date":"2024-04-11T10:11:05","date_gmt":"2024-04-11T14:11:05","guid":{"rendered":"https:\/\/www.uqar.ca\/personnes\/yacine-benahmed\/"},"modified":"2026-07-27T00:15:30","modified_gmt":"2026-07-27T04:15:30","slug":"benahmed-yacine","status":"publish","type":"personnes","link":"https:\/\/www.uqar.ca\/en\/professeurs\/benahmed-yacine\/","title":{"rendered":"Yacine Benahmed"},"content":{"rendered":"\n<section class=\"wp-block-stereo-section-bloc section-block-small\"><div class=\"wp-block-stereo-section__container\"><div class=\"wp-block-stereo-section__col is-layout-flow wp-block-stereo-section-bloc-is-layout-flow\">\n<div class=\"wp-block-create-block-accordion-block\"><div class=\"c-tabs\" data-module=\"Tabs\"><div class=\"c-tabs-nav__wrap\" role=\"tablist\"><div class=\"c-tabs-nav-mobile\"><button data-tabs=\"button\" tabindex=\"0\" data-tabs-dir=\"<\" class=\"c-tabs-nav-mobile__button\" role=\"tab\"><svg aria-hidden=\"true\" focusable=\"false\" class=\"o-ico -icon-arrow-left\"><use xlink:href=\"\/app\/themes\/baserock\/assets\/img\/sprite.svg#arrow-left\"><\/use><\/svg><\/button><button data-tabs=\"button\" tabindex=\"0\" data-tabs-dir=\"&gt;\" class=\"c-tabs-nav-mobile__button\" role=\"tab\"><svg aria-hidden=\"true\" focusable=\"false\" class=\"o-ico -icon-arrow-right\"><use xlink:href=\"\/app\/themes\/baserock\/assets\/img\/sprite.svg#arrow-right\"><\/use><\/svg><\/button><\/div><div class=\"c-tabs-nav\" data-tabs=\"nav\"><button class=\"c-tabs-nav__item\" data-tabs=\"trigger\" role=\"tab\"><span class=\"c-tab\">Domaines de recherche<\/span><\/button><button class=\"c-tabs-nav__item\" data-tabs=\"trigger\" role=\"tab\"><span class=\"c-tab\">Recherches et expertises<\/span><\/button><button class=\"c-tabs-nav__item\" data-tabs=\"trigger\" role=\"tab\"><span class=\"c-tab\">Publications et communications<\/span><\/button><button class=\"c-tabs-nav__item\" data-tabs=\"trigger\" role=\"tab\"><span class=\"c-tab\">Cours enseign\u00e9s<\/span><\/button><\/div><\/div><div class=\"c-tabs-content__wrap\">\n<div class=\"c-tab-content__item\" data-tabs=\"content\"><div class=\"c-tab-content\">\n<ul class=\"wp-block-list\">\n<li>Traitement du langage naturel<\/li>\n\n\n\n<li>Traitement et compr\u00e9hension de la parole<\/li>\n\n\n\n<li>Reconnaissance automatique de la parole<\/li>\n\n\n\n<li>Apprentissage automatique (<em>Machine Learning)<\/em>.<\/li>\n\n\n\n<li>Algorithmes d\u2019optimisation m\u00e9taheuristiques<\/li>\n\n\n\n<li>Intelligence artificielle<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"c-tab-content__item\" data-tabs=\"content\"><div class=\"c-tab-content\">\n<div class=\"wp-block-create-block-accordion-block\"><div class=\"c-accordion\" data-module=\"Accordion\" data-accordion-toggle=\"true\" data-accordion-scroll=\"true\" data-accordion-preopen=\"-1\">\n<div class=\"c-accordion__section\" data-accordion=\"wrap\"><button type=\"button\" aria-label=\"Ouvrir Formation\" class=\"c-accordion__header\" data-accordion=\"trigger\"><span class=\"c-accordion__header__title\" id=\"formation\"><span class=\"c-accordion__button\">Formation<span class=\"c-accordion__header__icon\"><span class=\"o-button__icon\"><svg aria-hidden=\"true\" focusable=\"false\" class=\"o-ico -icon-arrow-down\"><use xlink:href=\"\/app\/themes\/baserock\/assets\/img\/sprite.svg?v=899ec6baabe4cd8be5?v=899ec6baabe4cd8be5#arrow-down\"><\/use><\/svg><\/span><\/span><\/span><\/span><\/button><div class=\"c-accordion__content\" role=\"region\" data-accordion=\"content\"><div class=\"c-accordion__inner\">\n<ul class=\"wp-block-list\">\n<li>2018&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<strong>Doctorat en t\u00e9l\u00e9communications (Th\u00e8se par articles)<br><\/strong><em>Institut national de la recherche scientifique (INRS-EMT), Montr\u00e9al, QC<\/em>.<strong><br>Titre<\/strong>&nbsp;: &nbsp; Analyse s\u00e9mantique pour syst\u00e8mes de dialogue verbaux<\/li>\n\n\n\n<li>2009&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<strong>Ma\u00eetrise \u00e8s sciences appliqu\u00e9es, g\u00e9nie \u00e9lectrique<\/strong>,&nbsp;<br><em>Universit\u00e9 de Moncton, Moncton, NB.<br><\/em><strong>Titre<\/strong>&nbsp;: &nbsp; Dialogue humain-machine sur les dispositifs mobiles<\/li>\n\n\n\n<li>2005&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<strong>Baccalaur\u00e9at, informatique appliqu\u00e9e<\/strong>,<br><em>Universit\u00e9 de Moncton, Moncton, NB.<\/em><\/li>\n<\/ul>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"c-accordion__section\" data-accordion=\"wrap\"><button type=\"button\" aria-label=\"Ouvrir Projets de recherche\" class=\"c-accordion__header\" data-accordion=\"trigger\"><span class=\"c-accordion__header__title\" id=\"projets-de-recherche\"><span class=\"c-accordion__button\">Projets de recherche<span class=\"c-accordion__header__icon\"><span class=\"o-button__icon\"><svg aria-hidden=\"true\" focusable=\"false\" class=\"o-ico -icon-arrow-down\"><use xlink:href=\"\/app\/themes\/baserock\/assets\/img\/sprite.svg?v=899ec6baabe4cd8be5?v=899ec6baabe4cd8be5#arrow-down\"><\/use><\/svg><\/span><\/span><\/span><\/span><\/button><div class=\"c-accordion__content\" role=\"region\" data-accordion=\"content\"><div class=\"c-accordion__inner\">\n<ul class=\"wp-block-list\">\n<li>2019 \u00e0 2020&nbsp; Expert en science des donn\u00e9es J.D. Irving Lt\u00e9e, Dieppe, NB<\/li>\n\n\n\n<li>2018 \u00e0 2019&nbsp; Chercheur postdoctoral, apprentissage machine\/profond Laboratoire Perception, Robotics and Intelligent Machines (PRIME), Universit\u00e9 de Moncton, Moncton, NB<\/li>\n\n\n\n<li>2012 \u00e0 2018&nbsp; Professeur adjoint en gestion de l\u2019information (poste temporaire)Universit\u00e9 de Moncton, campus de Shippagan, Shippagan, NB.<\/li>\n\n\n\n<li>2006 \u00e0 2008&nbsp; Charg\u00e9 de cours Universit\u00e9 de Moncton, campus de Shippagan, Shippagan, NB.<\/li>\n\n\n\n<li>2004 \u00e0 2008&nbsp; Assistant de recherche, Laboratoire de recherche en interaction humain-syst\u00e8me Universit\u00e9 de Moncton, campus de Shippagan, Shippagan, NB.<\/li>\n<\/ul>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"c-accordion__section\" data-accordion=\"wrap\"><button type=\"button\" aria-label=\"Ouvrir Supervision d'\u00e9tudiants de cycles sup\u00e9rieurs\" class=\"c-accordion__header\" data-accordion=\"trigger\"><span class=\"c-accordion__header__title\" id=\"supervision-detudiants-de-cycles-superieurs\"><span class=\"c-accordion__button\">Supervision d&#8217;\u00e9tudiants de cycles sup\u00e9rieurs<span class=\"c-accordion__header__icon\"><span class=\"o-button__icon\"><svg aria-hidden=\"true\" focusable=\"false\" class=\"o-ico -icon-arrow-down\"><use xlink:href=\"\/app\/themes\/baserock\/assets\/img\/sprite.svg?v=899ec6baabe4cd8be5?v=899ec6baabe4cd8be5#arrow-down\"><\/use><\/svg><\/span><\/span><\/span><\/span><\/button><div class=\"c-accordion__content\" role=\"region\" data-accordion=\"content\"><div class=\"c-accordion__inner\">\n<p class=\"wp-block-paragraph\">\u00c0 venir<a href=\"https:\/\/www.uqar.ca\/universite\/a-propos-de-l-uqar\/departements\/departement-de-mathematiques-informatique-et-genie\/benahmed-yacine#autres-activites\"><\/a><\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"c-accordion__section\" data-accordion=\"wrap\"><button type=\"button\" aria-label=\"Ouvrir Autres activit\u00e9s\" class=\"c-accordion__header\" data-accordion=\"trigger\"><span class=\"c-accordion__header__title\" id=\"autres-activites\"><span class=\"c-accordion__button\">Autres activit\u00e9s<span class=\"c-accordion__header__icon\"><span class=\"o-button__icon\"><svg aria-hidden=\"true\" focusable=\"false\" class=\"o-ico -icon-arrow-down\"><use xlink:href=\"\/app\/themes\/baserock\/assets\/img\/sprite.svg?v=899ec6baabe4cd8be5?v=899ec6baabe4cd8be5#arrow-down\"><\/use><\/svg><\/span><\/span><\/span><\/span><\/button><div class=\"c-accordion__content\" role=\"region\" data-accordion=\"content\"><div class=\"c-accordion__inner\">\n<p class=\"wp-block-paragraph\">\u00c0 venir<a href=\"https:\/\/www.uqar.ca\/universite\/a-propos-de-l-uqar\/departements\/departement-de-mathematiques-informatique-et-genie\/benahmed-yacine#experience-professionnelle\"><\/a><\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"c-accordion__section\" data-accordion=\"wrap\"><button type=\"button\" aria-label=\"Ouvrir Exp\u00e9rience professionnelle\" class=\"c-accordion__header\" data-accordion=\"trigger\"><span class=\"c-accordion__header__title\" id=\"experience-professionnelle\"><span class=\"c-accordion__button\">Exp\u00e9rience professionnelle<span class=\"c-accordion__header__icon\"><span class=\"o-button__icon\"><svg aria-hidden=\"true\" focusable=\"false\" class=\"o-ico -icon-arrow-down\"><use xlink:href=\"\/app\/themes\/baserock\/assets\/img\/sprite.svg?v=899ec6baabe4cd8be5?v=899ec6baabe4cd8be5#arrow-down\"><\/use><\/svg><\/span><\/span><\/span><\/span><\/button><div class=\"c-accordion__content\" role=\"region\" data-accordion=\"content\"><div class=\"c-accordion__inner\">\n<p class=\"wp-block-paragraph\">\u00c0 venir<a href=\"https:\/\/www.uqar.ca\/universite\/a-propos-de-l-uqar\/departements\/departement-de-mathematiques-informatique-et-genie\/benahmed-yacine#affiliations\"><\/a><\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"c-accordion__section\" data-accordion=\"wrap\"><button type=\"button\" aria-label=\"Ouvrir Affiliations\" class=\"c-accordion__header\" data-accordion=\"trigger\"><span class=\"c-accordion__header__title\" id=\"affiliations\"><span class=\"c-accordion__button\">Affiliations<span class=\"c-accordion__header__icon\"><span class=\"o-button__icon\"><svg aria-hidden=\"true\" focusable=\"false\" class=\"o-ico -icon-arrow-down\"><use xlink:href=\"\/app\/themes\/baserock\/assets\/img\/sprite.svg?v=899ec6baabe4cd8be5?v=899ec6baabe4cd8be5#arrow-down\"><\/use><\/svg><\/span><\/span><\/span><\/span><\/button><div class=\"c-accordion__content\" role=\"region\" data-accordion=\"content\"><div class=\"c-accordion__inner\">\n<ul class=\"wp-block-list\">\n<li>Membre de l\u2019<em>IEEE<\/em><\/li>\n\n\n\n<li>Membre de l\u2019<em>IEEE Signal Processing Society<\/em><\/li>\n\n\n\n<li>Membre de l\u2019<em>International Speech Communication Association<\/em>.<\/li>\n<\/ul>\n<\/div><\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"c-tab-content__item\" data-tabs=\"content\"><div class=\"c-tab-content\">\n<div class=\"wp-block-create-block-accordion-block\"><div class=\"c-accordion\" data-module=\"Accordion\" data-accordion-toggle=\"true\" data-accordion-scroll=\"true\" data-accordion-preopen=\"-1\">\n<div class=\"c-accordion__section\" data-accordion=\"wrap\"><button type=\"button\" aria-label=\"Ouvrir Publications\" class=\"c-accordion__header\" data-accordion=\"trigger\"><span class=\"c-accordion__header__title\" id=\"publications\"><span class=\"c-accordion__button\">Publications<span class=\"c-accordion__header__icon\"><span class=\"o-button__icon\"><svg aria-hidden=\"true\" focusable=\"false\" class=\"o-ico -icon-arrow-down\"><use xlink:href=\"\/app\/themes\/baserock\/assets\/img\/sprite.svg?v=899ec6baabe4cd8be5?v=899ec6baabe4cd8be5#arrow-down\"><\/use><\/svg><\/span><\/span><\/span><\/span><\/button><div class=\"c-accordion__content\" role=\"region\" data-accordion=\"content\"><div class=\"c-accordion__inner\">\n<h4 class=\"wp-block-heading\">Articles publi\u00e9s dans des revues avec comit\u00e9 de lecture<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>S. Gharsellaoui, A. O. Dahmane, Y. Alotaibi, S. A. Selouani, A. B. Ayed, et&nbsp;<strong>Y. Benahmed&nbsp;<\/strong>(2013), \u00ab\u2009A Rhythm-Based Analysis of Arabic Native and Non-Native Speaking Styles\u2009\u00bb, dans&nbsp;<em>International Journal of Signal Processing Systems<\/em>, vol.&nbsp;1, n<sup>o<\/sup>&nbsp;2, p.&nbsp;202\u2011207.<\/li>\n\n\n\n<li>S.-A Selouani, H. Hamam, et&nbsp;<strong>Y. Benahmed<\/strong>&nbsp;(2007), \u00ab\u2009Broadband Technology in the Acadian Peninsula: Report Based on a Case Study\u2009\u00bb, dans&nbsp;<em>IEEE-Canadian review<\/em>, No. 54, p.&nbsp;8-12.<\/li>\n\n\n\n<li>H. Hamam, D. LeBlanc,&nbsp;<strong>Y. Benahmed<\/strong>, S.-A. Selouani et Y. Bouslimani (2007), \u00ab\u2009Double Modality Computer Interface for Learners with Special Needs\u2009\u00bb, dans&nbsp;<em>International Journal of Emerging Technologies in Learning<\/em>, Vol.&nbsp;2, Issue&nbsp;2. [en ligne].<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Articles publi\u00e9s dans des actes de conf\u00e9rences arbitr\u00e9s<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Y. Benahmed<\/strong>, S.-A. Selouani, et D. O\u2019Shaughnessy (2016), \u00ab\u2009Evaluation of Graph Metrics for Optimizing Bin-Based Ontologically Smoothed Language Models\u2009\u00bb, \u00e0&nbsp;<em>IEEE European Signal Processing Conference \u2013 EUSIPCO,&nbsp;<\/em>Budapest, Hongrie.<\/li>\n\n\n\n<li><strong>Y. Benahmed<\/strong>, S.-A. Selouani, et D. O\u2019Shaughnessy (2014), \u00ab\u2009A Bin-Based Ontological Framework for Low-Resource N-Gram Smoothing in Language Modelling\u2009\u00bb, dans&nbsp;<em>IEEE International Conference on Acoustics, Speech and Signal Processing &#8211;<\/em>&nbsp;<em>ICASSP<\/em>, p.&nbsp;4918\u20114922, Florence, Italie.<\/li>\n\n\n\n<li><strong>Y. Benahmed<\/strong>, S.-A. Selouani et D. O\u2019Shaughnessy (2012), \u00ab\u2009Effects of Discriminative Training on the RACAD Corpus of the French Language Spoken in the Canadian Province of New-Brunswick\u2009\u00bb, dans&nbsp;<em>IEEE International Conference on Information Science, Signal processing and their applications &#8211; ISSPA<\/em>, Montr\u00e9al, Qu\u00e9bec.<\/li>\n\n\n\n<li>B. Ayed, S.-A. Selouani, M.&nbsp;Kardouchi et&nbsp;<strong>Y. Benahmed&nbsp;<\/strong>(2012), \u00ab\u2009Radiological Image Classification Using HMMs and Shape Contexts\u2009\u00bb, dans&nbsp;<em>IEEE International Conference on Information Science, Signal processing and their applications &#8211; ISSPA<\/em>, Montr\u00e9al, Qu\u00e9bec.<\/li>\n\n\n\n<li><strong>Y. Benahmed<\/strong>, S.-A. Selouani et D. O\u2019Shaughnessy (2012), \u00ab\u2009Ontology-Based Pattern Generator and Root Semantic Analyser for Spoken Dialogue Systems\u2009\u00bb, dans&nbsp;<em>IEEE Canadian Conference on Electrical &amp; Computer Engineering &#8211; CCECE<\/em>, Montr\u00e9al, Qu\u00e9bec.<\/li>\n\n\n\n<li><strong>Y. Benahmed<\/strong>, S.-A. Selouani, D. O\u2019Shaughnessy et A. H. Abolhassani (2011), \u00ab\u2009Real-life Speech-Enabled System to Enhance Interaction with RFID Networks in Noisy Environments\u2009\u00bb, dans&nbsp;<em>IEEE International Conference on Acoustics, Speech, and Signal Processing &#8211; ICASSP<\/em>, pp.&nbsp;1781-1784, Prague, R\u00e9publique tch\u00e8que.<\/li>\n\n\n\n<li><strong>Y. Benahmed<\/strong>, S.-A. Selouani, H. Hamam et D. O\u2019Shaughnessy (2007), \u00ab\u2009Using Text-to-Speech Engine to Improve the Accuracy of a Speech-Enabled Interface\u2009\u00bb, dans&nbsp;<em>IEEE Conference on Innovations in Information Technology \u2013 IIT<\/em>, pp.&nbsp;302-306, Dubai, \u00c9mirats arabes unis.<\/li>\n\n\n\n<li>H. Hamam, D. LeBlanc,&nbsp;<strong>Y. Benahmed<\/strong>, S.-A. Selouani et Y. Bouslimani (2007), \u00ab\u2009Giving Computer and Network Access to Learners with Special Needs\u2009\u00bb, dans&nbsp;<em>Proceedings of the International Conference on Interactive Mobile and Computer Aided Learning &#8211; IMCL<\/em>, Amman, Jordanie.<\/li>\n\n\n\n<li>D. LeBlanc,&nbsp;<strong>Y. Benahmed<\/strong>, S.-A. Selouani, Y. Bouslimani et H. Hamam (2006), \u00ab\u2009Computer Interface by Gesture and Voice for Users with Special Needs\u2009\u00bb, dans&nbsp;<em>IEEE Conference on Innovations in Information Technology \u2013 IIT<\/em>, p.&nbsp;122-125, Dubai, \u00c9mirats arabes unis.<\/li>\n\n\n\n<li><strong>Y. Benahmed<\/strong>&nbsp;et S.-A Selouani (2006), \u00ab\u2009Robust Self-Training System for Spoken Query Information Retrieval Using Pitch Range Variations\u2009\u00bb, dans&nbsp;<em>IEEE Canadian Conference on Electrical &amp; Computer Engineering \u2013 CCECE<\/em>, p.&nbsp;949-952, Ottawa, Ontario.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Chapitres de livres<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>S-A. Selouani, T-H. L\u00ea,&nbsp;<strong>Y. Benahmed<\/strong>&nbsp;et D. O\u2019Shaughnessy (2010), \u00ab\u2009Enhanced Speech-Enabled Tools for Intelligent and Mobile E-Learning Applications\u2009\u00bb, dans&nbsp;<em>Technologies Shaping Instruction and Distance Education&nbsp;: New Studies and Utilization<\/em>, M. R. Syed (\u00e9d.), Advances in Distance Education Technologies series, IGI Publishing edition, p. 147-166.<\/li>\n\n\n\n<li><strong>Y. Benahmed<\/strong>, S-.A. Selouani, et H. Hamam (2009), \u00ab\u2009Natural Human-System Interaction Using Intelligent Conversational Agents\u2009\u00bb, dans&nbsp;<em>Open Information Management&nbsp;: Applications of Interconnectivity and Collaboration<\/em>. S. Niiranen, J. Yli-Hietanen et A. Lugmayr (\u00e9ds), IGI Publishing edition, p.&nbsp;232-250.<\/li>\n\n\n\n<li>S.-A. Selouani, T.-H. L\u00ea,&nbsp;<strong>Y. Benahmed<\/strong>, et D. O\u2019Shaughnessy (2008), \u00ab\u2009Speech-Enabled Tools for Augmented Interaction in E-Learning Applications\u2009\u00bb, dans&nbsp;<em>International Journal of Distance Education Technologies<\/em>, vol.&nbsp;6, n<sup>o<\/sup>&nbsp;2, p.&nbsp;1\u201120.<\/li>\n<\/ul>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"c-accordion__section\" data-accordion=\"wrap\"><button type=\"button\" aria-label=\"Ouvrir Communications\" class=\"c-accordion__header\" data-accordion=\"trigger\"><span class=\"c-accordion__header__title\" id=\"communications\"><span class=\"c-accordion__button\">Communications<span class=\"c-accordion__header__icon\"><span class=\"o-button__icon\"><svg aria-hidden=\"true\" focusable=\"false\" class=\"o-ico -icon-arrow-down\"><use xlink:href=\"\/app\/themes\/baserock\/assets\/img\/sprite.svg?v=899ec6baabe4cd8be5?v=899ec6baabe4cd8be5#arrow-down\"><\/use><\/svg><\/span><\/span><\/span><\/span><\/button><div class=\"c-accordion__content\" role=\"region\" data-accordion=\"content\"><div class=\"c-accordion__inner\">\n<h4 class=\"wp-block-heading\">Communications pr\u00e9sent\u00e9es \u00e0 des congr\u00e8s, colloques ou conf\u00e9rences sans comit\u00e9 de lecture<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Y. Benahmed<\/strong>, S.-A Selouani et H. Hamam (2007), \u00ab\u2009Reconnaissance automatique de la parole en langue fran\u00e7aise du Nouveau-Brunswick\u2009\u00bb, dans&nbsp;<em>Journ\u00e9es des \u00e9tudes sup\u00e9rieures et de la recherche<\/em>, Universit\u00e9 de Moncton, Moncton, Nouveau-Brunswick.<\/li>\n<\/ul>\n<\/div><\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"c-tab-content__item\" data-tabs=\"content\"><div class=\"c-tab-content\">\n    <p><strong>Premier cycle :<\/strong><\/p>\n    <ul>\n                    <li><a target=\"_blank\" href=\"\" rel=\"noopener noreferrer\" class=\"no-barba\" aria-label=\"Ouvre dans une nouvelle fen\u00eatre\" tabindex=\"0\">INF26207<\/a> T\u00e9l\u00e9informatique<\/li>\n                    <li><a target=\"_blank\" href=\"\" rel=\"noopener noreferrer\" class=\"no-barba\" aria-label=\"Ouvre dans une nouvelle fen\u00eatre\" tabindex=\"0\">INF30007<\/a> Enjeux professionnels et soci\u00e9t\u00e9<\/li>\n                    <li><a target=\"_blank\" href=\"\" rel=\"noopener noreferrer\" class=\"no-barba\" aria-label=\"Ouvre dans une nouvelle fen\u00eatre\" tabindex=\"0\">INF32515<\/a> Int\u00e9gration en milieu professionnel I<\/li>\n                    <li><a target=\"_blank\" href=\"\" rel=\"noopener noreferrer\" class=\"no-barba\" aria-label=\"Ouvre dans une nouvelle fen\u00eatre\" tabindex=\"0\">INF32615<\/a> Int\u00e9gration en milieu professionnel II<\/li>\n                    <li><a target=\"_blank\" href=\"\" rel=\"noopener noreferrer\" class=\"no-barba\" aria-label=\"Ouvre dans une nouvelle fen\u00eatre\" tabindex=\"0\">INF33515<\/a> Stage en informatique I<\/li>\n                    <li><a target=\"_blank\" href=\"\" rel=\"noopener noreferrer\" class=\"no-barba\" aria-label=\"Ouvre dans une nouvelle fen\u00eatre\" tabindex=\"0\">INF34515<\/a> Projet en informatique I<\/li>\n                    <li><a target=\"_blank\" href=\"\" rel=\"noopener noreferrer\" class=\"no-barba\" aria-label=\"Ouvre dans une nouvelle fen\u00eatre\" tabindex=\"0\">INF34615<\/a> Projet en informatique II<\/li>\n                    <li><a target=\"_blank\" href=\"\" rel=\"noopener noreferrer\" class=\"no-barba\" aria-label=\"Ouvre dans une nouvelle fen\u00eatre\" tabindex=\"0\">INF39515<\/a> Stage\/projet en informatique<\/li>\n                    <li><a target=\"_blank\" href=\"\" rel=\"noopener noreferrer\" class=\"no-barba\" aria-label=\"Ouvre dans une nouvelle fen\u00eatre\" tabindex=\"0\">INF39615<\/a> Projet de fin d&#8217;\u00e9tudes en informatique<\/li>\n                    <li><a target=\"_blank\" href=\"\" rel=\"noopener noreferrer\" class=\"no-barba\" aria-label=\"Ouvre dans une nouvelle fen\u00eatre\" tabindex=\"0\">MAT14107<\/a> Probabilit\u00e9s et statistiques<\/li>\n            <\/ul>\n    <p><strong>Deuxi\u00e8me cycle :<\/strong><\/p>\n    <ul>\n                    <li><a target=\"_blank\" href=\"\" rel=\"noopener noreferrer\" class=\"no-barba\" aria-label=\"Ouvre dans une nouvelle fen\u00eatre\" tabindex=\"0\">8INF829<\/a> S\u00e9minaire de ma\u00eetrise en informatique I<\/li>\n                    <li><a target=\"_blank\" href=\"\" rel=\"noopener noreferrer\" class=\"no-barba\" aria-label=\"Ouvre dans une nouvelle fen\u00eatre\" tabindex=\"0\">8INF830<\/a> S\u00e9minaire de ma\u00eetrise en informatique II<\/li>\n                    <li><a target=\"_blank\" href=\"\" rel=\"noopener noreferrer\" class=\"no-barba\" aria-label=\"Ouvre dans une nouvelle fen\u00eatre\" tabindex=\"0\">8INF852<\/a> M\u00e9taheuristiques en optimisation<\/li>\n                    <li><a target=\"_blank\" href=\"\" rel=\"noopener noreferrer\" class=\"no-barba\" aria-label=\"Ouvre dans une nouvelle fen\u00eatre\" tabindex=\"0\">8INF861<\/a> Projet d&#8217;intervention<\/li>\n            <\/ul>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div><\/section>\n","protected":false},"featured_media":45234,"template":"","departement_personnes":[259],"class_list":["post-18614","personnes","type-personnes","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.uqar.ca\/en\/wp-json\/wp\/v2\/personnes\/18614","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.uqar.ca\/en\/wp-json\/wp\/v2\/personnes"}],"about":[{"href":"https:\/\/www.uqar.ca\/en\/wp-json\/wp\/v2\/types\/personnes"}],"version-history":[{"count":7,"href":"https:\/\/www.uqar.ca\/en\/wp-json\/wp\/v2\/personnes\/18614\/revisions"}],"predecessor-version":[{"id":53292,"href":"https:\/\/www.uqar.ca\/en\/wp-json\/wp\/v2\/personnes\/18614\/revisions\/53292"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.uqar.ca\/en\/wp-json\/wp\/v2\/media\/45234"}],"wp:attachment":[{"href":"https:\/\/www.uqar.ca\/en\/wp-json\/wp\/v2\/media?parent=18614"}],"wp:term":[{"taxonomy":"departement_personnes","embeddable":true,"href":"https:\/\/www.uqar.ca\/en\/wp-json\/wp\/v2\/departement_personnes?post=18614"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}