{"id":11,"date":"2021-10-28T14:30:20","date_gmt":"2021-10-28T12:30:20","guid":{"rendered":"https:\/\/web.umons.ac.be\/isia\/activites-denseignement\/"},"modified":"2024-05-07T14:15:40","modified_gmt":"2024-05-07T12:15:40","slug":"activites-denseignement","status":"publish","type":"page","link":"https:\/\/web.umons.ac.be\/isia\/activites-denseignement\/","title":{"rendered":"Activit\u00e9s d&rsquo;enseignement"},"content":{"rendered":"<h2>Cours magistraux<\/h2>\n<start-cask-shortcode-wrapper>    <div class=\"accordion content-block scheme-fpms\">\n                <div class=\"accordion-inner\">\n            <div class=\"accordion-bellow\">\n                <button class=\"accordion-bellow-toggle scheme-background-hover\" data-target=\"#accordion-content-662a627c21b93\">\n                    <span class=\"icon umons-icon-chevron-down\" aria-hidden=\"true\"><\/span> Information                <\/button>\n            <\/div>\n            <div id=\"accordion-content-662a627c21b93\" class=\"accordion-content\">\n            \t<div class=\"inner editor-front\">\n            \t\t<h1>I-ISIA-005 &#8211; Vision par Ordinateur et Intelligence Artificielle<\/h1>\n<h2><strong>Contenu de l&rsquo;activit\u00e9<\/strong><\/h2>\n<p>Traitement d&rsquo;images, acquisition d&rsquo;images.<br \/>\nTraitement de bas niveau, filtrage, transformations.<br \/>\nSegmentation et enregistrement d&rsquo;images.<br \/>\nCodage d&rsquo;image et apprentissage de r\u00e9seaux neuronaux.<\/p>\n<hr \/>\n<h2>Professeur* et intervenants<\/h2>\n<ul>\n<li><a href=\"mailto:Bernard.Gosselin@umons.ac.be\">Prof. Bernard Gosselin<\/a>*<\/li>\n<li>Dr. Matei Mancas<\/li>\n<\/ul>\n<hr \/>\n<h1>I-ISIA-021 &#8211; Introduction \u00e0 l&rsquo;Intelligence Num\u00e9rique<\/h1>\n<h2><strong>Contenu de l&rsquo;activit\u00e9<\/strong><\/h2>\n<p>Codage de l&rsquo;information num\u00e9rique<br \/>\nAnalyse de l&rsquo;information (clustering, analyse en composantes principales)<br \/>\nClassification (th\u00e9orie de Bayes, Mod\u00e8les de M\u00e9langes Gaussiens)<br \/>\nSyst\u00e8mes dynamiques (warpage temporel dynamique, Mod\u00e8les de Markov Cach\u00e9s)<br \/>\nIntroduction aux R\u00e9seaux de Neurones Artificiels et \u00e0 l&rsquo;Apprentissage Profond<\/p>\n<hr \/>\n<h2>Professeur* et intervenants<\/h2>\n<ul>\n<li><a href=\"mailto:Bernard.GOSSELIN@umons.ac.be\">Prof. Bernard Gosselin<\/a>*<\/li>\n<li>Antoine Maiorca<\/li>\n<\/ul>\n<hr \/>\n<h1>I-ISIA-104 &#8211; Traitement Audio<\/h1>\n<h2><strong>Contenu de l&rsquo;activit\u00e9<\/strong><\/h2>\n<h3>Traitement de la parole<\/h3>\n<ul>\n<li>Analyse et codage de la parole<\/li>\n<li>Synth\u00e8se vocale<\/li>\n<li>Reconnaissance vocale<\/li>\n<\/ul>\n<h3>Traitement audio<\/h3>\n<ul>\n<li>MP3<\/li>\n<li>Analyse des signaux audio<\/li>\n<li>Analyse des signaux musicaux<\/li>\n<li>Identification de la musique<\/li>\n<li>M\u00e9thodes d&rsquo;apprentissage profond pour les signaux audio<\/li>\n<\/ul>\n<hr \/>\n<h2>Professeur* et intervenants<\/h2>\n<ul>\n<li><a href=\"mailto:Thierry.Dutoit@umons.ac.be\">Prof. Thierry Dutoit<\/a>*<\/li>\n<li>Dr. Lo\u00efc Reboursi\u00e8re<\/li>\n<\/ul>\n<hr \/>\n<h1>I-ISIA-106 &#8211; Traitement Visuel et Espaces Intelligents<\/h1>\n<h2><strong>Contenu de l&rsquo;activit\u00e9<\/strong><\/h2>\n<p>Compr\u00e9hension d&rsquo;images et traitement vid\u00e9o Espaces intelligents: Analyse de l&rsquo;attention, Capture de mouvement, Interactions<br \/>\n<em>Les modalit\u00e9s d&rsquo;enseignement peuvent \u00eatre ajust\u00e9es en fonction du contexte p\u00e9dagogique impos\u00e9 par les mesures sanitaires.<\/em><\/p>\n<hr \/>\n<h2>Professeur* et intervenants<\/h2>\n<ul>\n<li><a href=\"mailto:Bernard.Gosselin@umons.ac.be\">Prof. Bernard Gosselin<\/a>*<\/li>\n<li>Dr. Sohaib Laraba<\/li>\n<li>Dr. Matei Mancas<\/li>\n<\/ul>\n            \t<\/div>\n            <\/div>\n        <\/div>\n                <div class=\"accordion-inner\">\n            <div class=\"accordion-bellow\">\n                <button class=\"accordion-bellow-toggle scheme-background-hover\" data-target=\"#accordion-content-662a627c2b974\">\n                    <span class=\"icon umons-icon-chevron-down\" aria-hidden=\"true\"><\/span> Signaux                <\/button>\n            <\/div>\n            <div id=\"accordion-content-662a627c2b974\" class=\"accordion-content\">\n            \t<div class=\"inner editor-front\">\n            \t\t<h1>I-ISIA-013 &#8211; Traitement d&rsquo;Images M\u00e9dicales<\/h1>\n<h2><strong>Contenu de l&rsquo;activit\u00e9<\/strong><\/h2>\n<p>Traitement d&rsquo;images (traitement de bas niveau, compr\u00e9hension des images).<br \/>\nAnalyse d&rsquo;images m\u00e9dicales (acquisition d&rsquo;images, modalit\u00e9s &amp; caract\u00e9ristiques)<\/p>\n<hr \/>\n<h2>Professeur* et intervenants<\/h2>\n<ul>\n<li><a href=\"mailto:Bernard.Gosselin@umons.ac.be\">Prof. Bernard Gosselin<\/a>*<\/li>\n<li>Dr. Matei Mancas<\/li>\n<\/ul>\n<hr \/>\n<h1>I-ISIA-030 &#8211; Traitement de Signaux<\/h1>\n<h2><strong>Contenu de l&rsquo;activit\u00e9<\/strong><\/h2>\n<p>Syst\u00e8mes num\u00e9riques lin\u00e9aires invariants dans le temps.<br \/>\nAnalyse fr\u00e9quentielle des signaux et syst\u00e8mes num\u00e9riques.<br \/>\nTh\u00e9or\u00e8me de Shannon et th\u00e9orie de l&rsquo;\u00e9chantillonnage; Transform\u00e9e de Fourier discr\u00e8te (et rapide); filtres num\u00e9riques (incluant des \u00e9l\u00e9ments de synth\u00e8se de filtre num\u00e9rique) et syst\u00e8me num\u00e9rique simple en Python.<\/p>\n<hr \/>\n<h2>Professeur* et intervenants<\/h2>\n<ul>\n<li><a href=\"mailto:Thierry.Dutoit@umons.ac.be\">Prof. Thierry Dutoit<\/a>*<\/li>\n<li>Dr. Nathan Hubens<\/li>\n<li>Dr. Luca La Fisca<\/li>\n<li>Hugo Bohy<\/li>\n<li>Antoine Maiorca<\/li>\n<\/ul>\n<hr \/>\n<h1>I-ISIA-107 &#8211; Traitement de Signaux Biom\u00e9dicaux<\/h1>\n<h2><strong>Contenu de l&rsquo;activit\u00e9<\/strong><\/h2>\n<p>Signaux biom\u00e9dicaux (origines, ph\u00e9nom\u00e8nes bio\u00e9lectriques, acquisition et capteurs, amplificateurs, filtres).<br \/>\nTechniques de traitement de signaux biom\u00e9dicaux (filtrage et \u00e9limination d&rsquo;artefacts, d\u00e9tection d&rsquo;\u00e9v\u00e9nements, extraction de caract\u00e9ristiques).<br \/>\nIntroduction aux signaux c\u00e9r\u00e9braux; outils BIOPAC, Python, Labview.<\/p>\n<hr \/>\n<h2>Professeur ISIA<\/h2>\n<ul>\n<li><a href=\"mailto:Thierry.Dutoit@umons.ac.be\">Prof. Thierry Dutoit<\/a><\/li>\n<\/ul>\n<hr \/>\n<h1>I-ISIA-201 &#8211; S\u00e9minaire d&rsquo;Intelligence Artificielle<\/h1>\n<h2><strong>Contenu de l&rsquo;activit\u00e9<\/strong><\/h2>\n<p>12 heures de s\u00e9minaires qui permettront aux \u00e9tudiants de voir l&rsquo;IA en action dans une vari\u00e9t\u00e9 de domaines.<\/p>\n<hr \/>\n<h2>Professeur ISIA<\/h2>\n<ul>\n<li><a href=\"mailto:Thierry.Dutoit@umons.ac.be\">Prof. Thierry Dutoit<\/a><\/li>\n<\/ul>\n            \t<\/div>\n            <\/div>\n        <\/div>\n                <div class=\"accordion-inner\">\n            <div class=\"accordion-bellow\">\n                <button class=\"accordion-bellow-toggle scheme-background-hover\" data-target=\"#accordion-content-662a627c2be4d\">\n                    <span class=\"icon umons-icon-chevron-down\" aria-hidden=\"true\"><\/span> Circuits et Syst\u00e8mes                <\/button>\n            <\/div>\n            <div id=\"accordion-content-662a627c2be4d\" class=\"accordion-content\">\n            \t<div class=\"inner editor-front\">\n            \t\t<h1>I-ISIA-001 &#8211; Th\u00e9orie des Circuits<\/h1>\n<h2><strong>Contenu de l&rsquo;activit\u00e9<\/strong><\/h2>\n<p>Mod\u00e8le de Kirchhoff, \u00e9l\u00e9ments et circuits r\u00e9els, m\u00e9thode des mailles et m\u00e9thode des n\u0153uds.<br \/>\nCircuits \u00e9quivalents, analyse temporelle des circuits lin\u00e9aires, analyse fr\u00e9quentielle et th\u00e9orie des quadrip\u00f4les.<br \/>\nSp\u00e9cification, approximation et synth\u00e8se de filtres actifs et application pratique en Python pour l&rsquo;analyse de circuits analogiques.<\/p>\n<hr \/>\n<h2>Professeur* et intervenants<\/h2>\n<ul>\n<li><a href=\"mailto:Thierry.Dutoit@umons.ac.be\">Prof. Thierry Dutoit<\/a>*<\/li>\n<li>Hugo Bohy<\/li>\n<li>Antoine Maiorca<\/li>\n<li>Vincent Stragier<\/li>\n<\/ul>\n<hr \/>\n<h1>I-ISIA-020 &#8211; Syst\u00e8mes Logiques<\/h1>\n<h2><strong>Contenu de l&rsquo;activit\u00e9<\/strong><\/h2>\n<p>G\u00e9n\u00e9ralit\u00e9s incluant l&rsquo;alg\u00e8bre de BOOLE ; m\u00e9thodes de simplification ;<br \/>\nComposants de base ;<br \/>\nAnalyse et synth\u00e8se (syst\u00e8mes s\u00e9quentiels combinatoires, synchrones et asynchrones) ;<br \/>\nGrafcet.<br \/>\nCodage et protection des informations pour la transmission (codes protecteurs et d\u00e9tecteurs d&rsquo;erreurs).<\/p>\n<hr \/>\n<h2>Professeur* et intervenants<\/h2>\n<ul>\n<li><a href=\"mailto:Bernard.Gosselin@umons.ac.be\">Prof. Bernard Gosselin<\/a>*<\/li>\n<li>Antoine Maiorca<\/li>\n<\/ul>\n<hr \/>\n<h1>I-ISIA-100 &#8211; Syst\u00e8mes \u00e0 \u00c9v\u00e9nements Discrets<\/h1>\n<h2><strong>Contenu de l&rsquo;activit\u00e9<\/strong><\/h2>\n<p>Syst\u00e8mes temporels et \u00e0 \u00e9v\u00e9nements discrets, exemples de syst\u00e8mes \u00e0 \u00e9v\u00e9nements discrets (DES) : fabrication automatis\u00e9e, trafic, files d&rsquo;attente.<br \/>\nMod\u00e8les DES, concepts de base en simulation d&rsquo;\u00e9v\u00e9nements discrets, simulation Monte-Carlo, mod\u00e9lisation des entr\u00e9es et analyse des sorties, construction de mod\u00e8les et applications, \u00e9tude des configurations syst\u00e8mes alternatives.<br \/>\nConcepts de base des mod\u00e8les multi-agents (ABM).<br \/>\nGrafcet et conception de processus.<\/p>\n<hr \/>\n<h2>Professeur ISIA<\/h2>\n<ul>\n<li><a href=\"mailto:Bernard.GOSSELIN@umons.ac.be\">Prof. Bernard Gosselin<\/a><\/li>\n<\/ul>\n<hr \/>\n            \t<\/div>\n            <\/div>\n        <\/div>\n            <\/div>\n<end-cask-shortcode-wrapper>\n<h2>CR\u00c9ACTIFS<\/h2>\n<p>\u00ab<strong>\u00a0Cr\u00e9actifs!<\/strong> \u00bb, c\u2019est une s\u00e9rie d\u2019ateliers destin\u00e9s au grand public, aux cr\u00e9ateur\u00b7ice\u00b7s, aux \u00e9tudiant\u00b7e\u00b7s du sup\u00e9rieur* qui souhaitent d\u00e9couvrir les technologies cr\u00e9atives. Au programme 7 ateliers : <strong>Intelligence artificielle \u2013 Arduino (\u00e9lectronique) \u2013 Android (Flutter) \u2013 FabLab et Internet des Objets &#8211; Raspberry pi &#8211; atelier Robotique.<br \/>\n<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1858 size-large\" src=\"https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/04\/Creactifs2023-1024x381.png\" alt=\"\" width=\"1024\" height=\"381\" srcset=\"https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/04\/Creactifs2023-1024x381.png 1024w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/04\/Creactifs2023-300x111.png 300w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/04\/Creactifs2023-768x285.png 768w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/04\/Creactifs2023-1536x571.png 1536w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/04\/Creactifs2023-1600x595.png 1600w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/04\/Creactifs2023-30x11.png 30w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/04\/Creactifs2023-60x22.png 60w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/04\/Creactifs2023-360x134.png 360w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/04\/Creactifs2023.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Plus d&rsquo;information sur la page d\u00e9di\u00e9e : <a href=\"https:\/\/le-click.be\/creactifs\/\">https:\/\/le-click.be\/creactifs\/<\/a><\/p>\n<h2>Certificat d&rsquo;Universit\u00e9 en Intelligence Artificielle (Hands on AI)<\/h2>\n<p>L\u2019Intelligence Artificielle (IA), et notamment ses composantes Machine Learning (ML) et Deep Neural Nets (DNN) conna\u00eet un engouement et des succ\u00e8s consid\u00e9rables dans de tr\u00e8s nombreux domaines applicatifs. Citons l\u2019a\u00e9ronautique, les transports, la sant\u00e9, la finance, l\u2019IT.<\/p>\n<p>Apr\u00e8s avoir initi\u00e9 en 2017 les <a href=\"https:\/\/www.meetup.com\/fr-FR\/AI-Mons\/\" target=\"_blank\" rel=\"noopener noreferrer\">Mons AI Meetups<\/a>, diff\u00e9rents services d\u2019Enseignement et de Recherche de la Facult\u00e9 Polytechnique et de la Facult\u00e9 des Sciences, soutenus par les Instituts de Recherche de l\u2019UMONS Numediart et InforTech, proposent un Certificat d\u2019Universit\u00e9 Intelligence Artificielle (Hands on AI) constitu\u00e9 d\u2019un module d\u2019enseignements de 5 cr\u00e9dits dispens\u00e9 en soir\u00e9e et d\u2019un module de 5 cr\u00e9dits de type \u00ab workshop \u00bb dispens\u00e9 sur un week-end.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1876 size-large\" src=\"https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/05\/handsonAI-1024x296.jpg\" alt=\"\" width=\"1024\" height=\"296\" srcset=\"https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/05\/handsonAI-1024x296.jpg 1024w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/05\/handsonAI-300x87.jpg 300w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/05\/handsonAI-768x222.jpg 768w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/05\/handsonAI-30x9.jpg 30w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/05\/handsonAI-60x17.jpg 60w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/05\/handsonAI-360x104.jpg 360w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2024\/05\/handsonAI.jpg 1046w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Plus d&rsquo;information sur la page d\u00e9di\u00e9e : <a href=\"https:\/\/web.umons.ac.be\/fpms\/fr\/formations\/cu-inarti\/\">https:\/\/web.umons.ac.be\/fpms\/fr\/formations\/cu-inarti\/<\/a><\/p>\n<h2>Conf\u00e9rences Culture &amp; Technology (CUTE)<\/h2>\n<p>CUTE est une s\u00e9rie de conf\u00e9rences sur la culture et la technologie, organis\u00e9e par l&rsquo;institut de recherche Numediart de l&rsquo;Universit\u00e9 de Mons.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-978 size-full\" src=\"https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2022\/05\/cute.png\" alt=\"\" width=\"639\" height=\"396\" srcset=\"https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2022\/05\/cute.png 639w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2022\/05\/cute-300x186.png 300w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2022\/05\/cute-30x19.png 30w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2022\/05\/cute-60x37.png 60w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2022\/05\/cute-360x223.png 360w, https:\/\/web.umons.ac.be\/app\/uploads\/sites\/58\/2022\/05\/cute-460x286.png 460w\" sizes=\"auto, (max-width: 639px) 100vw, 639px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Cours magistraux CR\u00c9ACTIFS \u00ab\u00a0Cr\u00e9actifs! \u00bb, c\u2019est une s\u00e9rie d\u2019ateliers destin\u00e9s au grand public, aux cr\u00e9ateur\u00b7ice\u00b7s, aux \u00e9tudiant\u00b7e\u00b7s du sup\u00e9rieur* qui souhaitent d\u00e9couvrir les technologies cr\u00e9atives. Au programme 7 ateliers : Intelligence artificielle \u2013 Arduino (\u00e9lectronique) \u2013 Android (Flutter) \u2013 FabLab et Internet des Objets &#8211; Raspberry pi &#8211; atelier Robotique. Plus d&rsquo;information sur la page [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1128,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-11","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Activit\u00e9s d&#039;enseignement - Service \/ FPMS - Information, Signal, et Intelligence Artificielle<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/web.umons.ac.be\/isia\/activites-denseignement\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Activit\u00e9s d&#039;enseignement - Service \/ FPMS - Information, Signal, et Intelligence Artificielle\" \/>\n<meta property=\"og:description\" content=\"Cours magistraux CR\u00c9ACTIFS \u00ab\u00a0Cr\u00e9actifs! \u00bb, c\u2019est une s\u00e9rie d\u2019ateliers destin\u00e9s au grand public, aux cr\u00e9ateur\u00b7ice\u00b7s, aux \u00e9tudiant\u00b7e\u00b7s du sup\u00e9rieur* qui souhaitent d\u00e9couvrir les technologies cr\u00e9atives. 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