{"id":8025,"date":"2019-12-06T18:57:22","date_gmt":"2019-12-06T17:57:22","guid":{"rendered":"https:\/\/www.telecom-sudparis.eu\/en\/?page_id=8025"},"modified":"2023-08-11T11:41:21","modified_gmt":"2023-08-11T09:41:21","slug":"ai-and-data-analytics","status":"publish","type":"page","link":"https:\/\/www.telecom-sudparis.eu\/en\/ai-and-data-analytics\/","title":{"rendered":"AI and Data Analytics"},"content":{"rendered":"<div id=\"pl-8025\"  class=\"panel-layout\" ><div id=\"pg-8025-0\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-8025-0\" ><div id=\"pgc-8025-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-0-0-0\" class=\"so-panel widget widget_sow-headline panel-first-child panel-last-child widgetopts-SO\" data-index=\"0\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-headline so-widget-sow-headline-default-cb109bea05bd-8025\"\n\t\t\t\n\t\t><div class=\"sow-headline-container \">\n\t\t\t\t\t\t\t<h1 class=\"sow-headline\">\n\t\t\t\t\t\tResearch in AI and Data-Analytics at Telecom SudParis\t\t\t\t\t\t<\/h1>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"decoration\">\n\t\t\t\t\t\t<div class=\"decoration-inside\"><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-8025-1\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-8025-1\" ><div id=\"pgc-8025-1-0\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-1-0-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child widgetopts-SO\" data-index=\"1\" >\t\t\t<div class=\"textwidget\"><p>The rapid development of masses of accessible data is generating significant IT needs ranging from collection to decision-making, storage, processing, analysis and modeling.<\/p>\n<p>The research topics addressed by the SAMOVAR laboratory at Telecom SudParis address all these questions, bringing together expertise from a broad spectrum of disciplines.<\/p>\n<p>The CBORBIG project is an example, demonstrating real-time object recognition in videos by deploying machine learning and data volume processing technologies:<\/p>\n<\/div>\n\t\t<\/div><\/div><div id=\"pgc-8025-1-1\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-1-1-0\" class=\"so-panel widget widget_sow-video panel-first-child panel-last-child widgetopts-SO\" data-index=\"2\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-video so-widget-sow-video-default-f379b959fc93-8025\"\n\t\t\t\n\t\t>\n<div class=\"sow-video-wrapper\n\">\n\t\t\t<video\n\t\t\tid=\"sow-player-1\" class=\"sow-video-widget\" preload=\"auto\" style=\"width:100%;height:100%;\" controls \t\t>\n\t\t\t\t\t\t\t<source type=\"\" src=\"https:\/\/www.youtube.com\/embed\/4PKT7GGET9E\"\/>\n\t\t\t\t\t<\/video>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-8025-2\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-8025-2\" ><div id=\"pgc-8025-2-0\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-2-0-0\" class=\"so-panel widget widget_sow-headline panel-first-child panel-last-child widgetopts-SO\" data-index=\"3\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-headline so-widget-sow-headline-default-ac5f455f9af6-8025\"\n\t\t\t\n\t\t><div class=\"sow-headline-container \">\n\t\t\t\t\t\t\t<h2 class=\"sow-headline\">\n\t\t\t\t\t\tSymbolic &amp; contextual AI\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-8025-3\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-8025-3\" ><div id=\"pgc-8025-3-0\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-3-0-0\" class=\"so-panel widget widget_sow-image panel-first-child panel-last-child widgetopts-SO\" data-index=\"4\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-image so-widget-sow-image-default-dbf295114b96-8025\"\n\t\t\t\n\t\t>\n<div class=\"sow-image-container\">\n\t\t<img \n\tsrc=\"https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/Nao-500.jpg\" width=\"500\" height=\"281\" srcset=\"https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/Nao-500.jpg 500w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/Nao-500-300x169.jpg 300w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/Nao-500-24x13.jpg 24w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/Nao-500-36x20.jpg 36w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/Nao-500-48x27.jpg 48w\" sizes=\"(max-width: 500px) 100vw, 500px\" alt=\"\" \t\tclass=\"so-widget-image\"\/>\n\t<\/div>\n\n<\/div><\/div><\/div><div id=\"pgc-8025-3-1\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-3-1-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child widgetopts-SO\" data-index=\"5\" ><div class=\"panel-widget-style panel-widget-style-for-8025-3-1-0\" >\t\t\t<div class=\"textwidget\"><ul>\n<li><span style=\"text-decoration: underline;\"><a href=\"mailto:amel.bouzeghoub@telecom-sudparis.eu\"><strong>Amel BOUZEGHOUB<\/strong><\/a><\/span><\/li>\n<\/ul>\n<p>Professor in the Computer Science Department and team leader for the Samovar ACMES (Algorithms, Components, Models and Services for Distributed Computing) group, which defines models, algorithms and application tools for pervasive computing.<\/p>\n<p><em>Research interests: Symbolic and contextual artificial intelligence.<\/em><\/p>\n<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><div id=\"pg-8025-4\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-8025-4\" ><div id=\"pgc-8025-4-0\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-4-0-0\" class=\"so-panel widget widget_sow-headline panel-first-child panel-last-child widgetopts-SO\" data-index=\"6\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-headline so-widget-sow-headline-default-ac5f455f9af6-8025\"\n\t\t\t\n\t\t><div class=\"sow-headline-container \">\n\t\t\t\t\t\t\t<h2 class=\"sow-headline\">\n\t\t\t\t\t\tMachine Learning\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-8025-5\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-8025-5\" ><div id=\"pgc-8025-5-0\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-5-0-0\" class=\"so-panel widget widget_sow-image panel-first-child panel-last-child widgetopts-SO\" data-index=\"7\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-image so-widget-sow-image-default-dbf295114b96-8025\"\n\t\t\t\n\t\t>\n<div class=\"sow-image-container\">\n\t\t<img \n\tsrc=\"https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/data-mobilitex500.jpg\" width=\"500\" height=\"281\" srcset=\"https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/data-mobilitex500.jpg 500w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/data-mobilitex500-300x169.jpg 300w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/data-mobilitex500-24x13.jpg 24w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/data-mobilitex500-36x20.jpg 36w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/data-mobilitex500-48x27.jpg 48w\" sizes=\"(max-width: 500px) 100vw, 500px\" alt=\"data-mobilite\" \t\tclass=\"so-widget-image\"\/>\n\t<\/div>\n\n<\/div><\/div><\/div><div id=\"pgc-8025-5-1\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-5-1-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child widgetopts-SO\" data-index=\"8\" ><div class=\"panel-widget-style panel-widget-style-for-8025-5-1-0\" >\t\t\t<div class=\"textwidget\"><ul>\n<li><span style=\"text-decoration: underline;\"><a href=\"mailto:noel.crespi@telecom-sudparis.eu\"><strong>Noel CRESPI<\/strong><\/a><\/span><\/li>\n<\/ul>\n<p>Professor in the Wireless Networks and Multimedia Department leader of the Samovar R3S (Networks, Systems, Services, Security) research group and co-director of the French-Korean ILLUMINE (International Laboratory on Future Media &amp; Services) Institute.<\/p>\n<p><em>Research interests: Data analysis using advanced AI techniques for data from the Internet of Things (smart city), media sources and social networks.<\/em><\/p>\n<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><div id=\"pg-8025-6\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-8025-6\" ><div id=\"pgc-8025-6-0\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-6-0-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child widgetopts-SO\" data-index=\"9\" ><div class=\"panel-widget-style panel-widget-style-for-8025-6-0-0\" >\t\t\t<div class=\"textwidget\"><ul>\n<li><span style=\"text-decoration: underline;\"><a href=\"mailto:mounim.el_yacoubi@telecom-sudparis.eu\"><strong>Mounim EL YACOUBI<\/strong><\/a><\/span><\/li>\n<\/ul>\n<p>Professor in the Electronics and Physics Department and \u2013member of theSamovar ARMEDIA (Applied Research for (multi)Media Enrichment, Diffusion, Interaction and Analysis) group.<\/p>\n<p><em>Research interests: Machine learning, studying and building human-computer communication systems.<\/em><\/p>\n<\/div>\n\t\t<\/div><\/div><\/div><div id=\"pgc-8025-6-1\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-6-1-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child widgetopts-SO\" data-index=\"10\" ><div class=\"panel-widget-style panel-widget-style-for-8025-6-1-0\" >\t\t\t<div class=\"textwidget\"><ul>\n<li><span style=\"text-decoration: underline;\"><a href=\"mailto:yohan.petetin@telecom-sudparis.eu\"><strong>Yohan PETETIN<\/strong><\/a><\/span><\/li>\n<\/ul>\n<p>Associate Professor in the Signal and Image Processing Department and member of Samovar TIPIC (Data processing for Images and Communications) group.<\/p>\n<p><em>Research Interests: Statistical signal processing, machine learning, especially methods for deep learning.<\/em><\/p>\n<\/div>\n\t\t<\/div><\/div><\/div><div id=\"pgc-8025-6-2\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-6-2-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child widgetopts-SO\" data-index=\"11\" ><div class=\"panel-widget-style panel-widget-style-for-8025-6-2-0\" >\t\t\t<div class=\"textwidget\"><ul>\n<li><span style=\"text-decoration: underline;\"><a href=\"mailto:elisabeth.brunet@telecom-sudparis.eu\"><strong>Elisabeth BRUNET<\/strong><\/a><\/span><\/li>\n<\/ul>\n<p>Associate Professor in the Computer Science Department, member of the Samovar ACMES group, in the HP2 (High-Performance &amp; Parallelism) team.<\/p>\n<p><em>Research interests: High-performance methods in network architectures and communications, optimizing data generation systems, particularly in cell biology.<\/em><\/p>\n<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><div id=\"pg-8025-7\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-8025-7\" ><div id=\"pgc-8025-7-0\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-7-0-0\" class=\"so-panel widget widget_sow-headline panel-first-child panel-last-child widgetopts-SO\" data-index=\"12\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-headline so-widget-sow-headline-default-ac5f455f9af6-8025\"\n\t\t\t\n\t\t><div class=\"sow-headline-container \">\n\t\t\t\t\t\t\t<h2 class=\"sow-headline\">\n\t\t\t\t\t\tMultimedia data\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-8025-8\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-8025-8\" ><div id=\"pgc-8025-8-0\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-8-0-0\" class=\"so-panel widget widget_sow-image panel-first-child panel-last-child widgetopts-SO\" data-index=\"13\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-image so-widget-sow-image-default-dbf295114b96-8025\"\n\t\t\t\n\t\t>\n<div class=\"sow-image-container\">\n\t\t<img \n\tsrc=\"https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/VRx500.jpg\" width=\"500\" height=\"281\" srcset=\"https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/VRx500.jpg 500w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/VRx500-300x169.jpg 300w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/VRx500-24x13.jpg 24w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/VRx500-36x20.jpg 36w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/VRx500-48x27.jpg 48w\" sizes=\"(max-width: 500px) 100vw, 500px\" alt=\"VR\" \t\tclass=\"so-widget-image\"\/>\n\t<\/div>\n\n<\/div><\/div><\/div><div id=\"pgc-8025-8-1\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-8-1-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child widgetopts-SO\" data-index=\"14\" ><div class=\"panel-widget-style panel-widget-style-for-8025-8-1-0\" >\t\t\t<div class=\"textwidget\"><ul>\n<li><span style=\"text-decoration: underline;\"><a href=\"mailto:titus.zaharia@telecom-sudparis.eu\"><strong>Titus ZAHARIA<\/strong><\/a><\/span><\/li>\n<\/ul>\n<p>Professor and Director of the ARTEMIS (Advanced Research and TEchniques for Multidimensional Imaging Systems Department, member of the Samovar ARMEDIA (Applied Research for (multi)Media Enrichment, Diffusion, Interaction and Analysis) group.<\/p>\n<p><em>Research interests: Visual content representation methods, indexing and coding content, semantic learning of images\/videos, scene recognition, and virtual character reconstruction and animation techniques.<\/em><\/p>\n<\/div>\n\t\t<\/div><\/div><\/div><div id=\"pgc-8025-8-2\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-8-2-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child widgetopts-SO\" data-index=\"15\" ><div class=\"panel-widget-style panel-widget-style-for-8025-8-2-0\" >\t\t\t<div class=\"textwidget\"><ul>\n<li><span style=\"text-decoration: underline;\"><a href=\"mailto:dijana.petrovska@telecom-sudparis.eu\"><strong>Dijana PETROVSKA-DELACRETAZ<\/strong><\/a><\/span><\/li>\n<\/ul>\n<p>Associate Professor in the Electronics and Physics Department, member of the Samovar ARMEDIA (Applied Research for (multi)Media Enrichment, Diffusion, Interaction and Analysis) group.<\/p>\n<p><em>Research interests: Biometrics, pattern recognition and signal processing, optimization methods for human-machine interactions.<\/em><\/p>\n<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><div id=\"pg-8025-9\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-8025-9\" ><div id=\"pgc-8025-9-0\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-9-0-0\" class=\"so-panel widget widget_sow-headline panel-first-child panel-last-child widgetopts-SO\" data-index=\"16\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-headline so-widget-sow-headline-default-ac5f455f9af6-8025\"\n\t\t\t\n\t\t><div class=\"sow-headline-container \">\n\t\t\t\t\t\t\t<h2 class=\"sow-headline\">\n\t\t\t\t\t\tSmart City\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-8025-10\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-8025-10\" ><div id=\"pgc-8025-10-0\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-10-0-0\" class=\"so-panel widget widget_sow-image panel-first-child panel-last-child widgetopts-SO\" data-index=\"17\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-image so-widget-sow-image-default-dbf295114b96-8025\"\n\t\t\t\n\t\t>\n<div class=\"sow-image-container\">\n\t\t<img \n\tsrc=\"https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/city.jpg\" width=\"500\" height=\"281\" srcset=\"https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/city.jpg 500w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/city-300x169.jpg 300w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/city-24x13.jpg 24w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/city-36x20.jpg 36w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/city-48x27.jpg 48w\" sizes=\"(max-width: 500px) 100vw, 500px\" alt=\"city\" \t\tclass=\"so-widget-image\"\/>\n\t<\/div>\n\n<\/div><\/div><\/div><div id=\"pgc-8025-10-1\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-10-1-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child widgetopts-SO\" data-index=\"18\" ><div class=\"panel-widget-style panel-widget-style-for-8025-10-1-0\" >\t\t\t<div class=\"textwidget\"><ul>\n<li><span style=\"text-decoration: underline;\"><a href=\"mailto:vincent.gauthier@telecom-sudparis.eu\"><strong>Vincent GAUTHIER<\/strong><\/a><\/span><\/li>\n<\/ul>\n<p>Associate Professor in the Networks and Services Telecom SudParisDepartment, member of the SAMOVAR R3S (Networks, Systems, Services, Security) group.<\/p>\n<p><em>Research interests: Computers and networks, analysis of large graphs and massive data.<\/em><\/p>\n<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><div id=\"pg-8025-11\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-8025-11\" ><div id=\"pgc-8025-11-0\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-11-0-0\" class=\"so-panel widget widget_sow-headline panel-first-child panel-last-child widgetopts-SO\" data-index=\"19\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-headline so-widget-sow-headline-default-ac5f455f9af6-8025\"\n\t\t\t\n\t\t><div class=\"sow-headline-container \">\n\t\t\t\t\t\t\t<h2 class=\"sow-headline\">\n\t\t\t\t\t\tComputer Science\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-8025-12\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-8025-12\" ><div id=\"pgc-8025-12-0\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-12-0-0\" class=\"so-panel widget widget_sow-image panel-first-child panel-last-child widgetopts-SO\" data-index=\"20\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-image so-widget-sow-image-default-dbf295114b96-8025\"\n\t\t\t\n\t\t>\n<div class=\"sow-image-container\">\n\t\t<img \n\tsrc=\"https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/code-sourcex500.jpg\" width=\"500\" height=\"281\" srcset=\"https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/code-sourcex500.jpg 500w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/code-sourcex500-300x169.jpg 300w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/code-sourcex500-24x13.jpg 24w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/code-sourcex500-36x20.jpg 36w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/code-sourcex500-48x27.jpg 48w\" sizes=\"(max-width: 500px) 100vw, 500px\" alt=\"code-source\" \t\tclass=\"so-widget-image\"\/>\n\t<\/div>\n\n<\/div><\/div><\/div><div id=\"pgc-8025-12-1\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-12-1-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child widgetopts-SO\" data-index=\"21\" ><div class=\"panel-widget-style panel-widget-style-for-8025-12-1-0\" >\t\t\t<div class=\"textwidget\"><ul>\n<li><span style=\"text-decoration: underline;\"><a href=\"mailto:djamel.belaid@telecom-sudparis.eu\"><strong>Djamel BELA\u00cfD<\/strong><\/a><\/span><\/li>\n<\/ul>\n<p>Professor and Head of the Computer Science Department, member of the SAMOVAR ACMES (Algorithms, Components, Models and Services for Distributed Computing) group, responsible for the HadapTIC research platform, which allows for the experimentation of information and communication technologies applied to connected objects.<\/p>\n<p><em>Research interests: Developing and testing ICT middleware between connected objects. <\/em><\/p>\n<\/div>\n\t\t<\/div><\/div><\/div><div id=\"pgc-8025-12-2\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-12-2-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child widgetopts-SO\" data-index=\"22\" ><div class=\"panel-widget-style panel-widget-style-for-8025-12-2-0\" >\t\t\t<div class=\"textwidget\"><ul>\n<li><span style=\"text-decoration: underline;\"><a href=\"mailto:francois.trahay@telecom-sudparis.eu\"><strong>Fran\u00e7ois TRAHAY<\/strong><\/a><\/span><\/li>\n<\/ul>\n<p>Associate Professor in the Computer Science Department and member of the SAMOVAR ACMES (Algorithms, Components, Models and Services for Distributed Computing) group.<\/p>\n<p><em>Research interests: Software and algorithms, he is a member of the HP2 team (High-Performance &amp; Parallelism) which studies the performance of parallel and distributed systems.<\/em><\/p>\n<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><div id=\"pg-8025-13\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-8025-13\" ><div id=\"pgc-8025-13-0\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-13-0-0\" class=\"so-panel widget widget_sow-headline panel-first-child panel-last-child widgetopts-SO\" data-index=\"23\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-headline so-widget-sow-headline-default-ac5f455f9af6-8025\"\n\t\t\t\n\t\t><div class=\"sow-headline-container \">\n\t\t\t\t\t\t\t<h2 class=\"sow-headline\">\n\t\t\t\t\t\tContacts\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-8025-14\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-8025-14\" ><div id=\"pgc-8025-14-0\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-14-0-0\" class=\"so-panel widget widget_sow-image panel-first-child panel-last-child widgetopts-SO\" data-index=\"24\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-image so-widget-sow-image-default-dbf295114b96-8025\"\n\t\t\t\n\t\t>\n<div class=\"sow-image-container\">\n\t\t<img \n\tsrc=\"https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/Bernadette-dorizzi.jpg\" width=\"500\" height=\"281\" srcset=\"https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/Bernadette-dorizzi.jpg 500w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/Bernadette-dorizzi-300x169.jpg 300w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/Bernadette-dorizzi-24x13.jpg 24w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/Bernadette-dorizzi-36x20.jpg 36w, https:\/\/www.telecom-sudparis.eu\/en\/wp-content\/uploads\/sites\/3\/2019\/12\/Bernadette-dorizzi-48x27.jpg 48w\" sizes=\"(max-width: 500px) 100vw, 500px\" alt=\"Bernadette Dorizzi\" \t\tclass=\"so-widget-image\"\/>\n\t<\/div>\n\n<\/div><\/div><\/div><div id=\"pgc-8025-14-1\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-14-1-0\" class=\"so-panel widget widget_text panel-first-child widgetopts-SO\" data-index=\"25\" ><div class=\"panel-widget-style panel-widget-style-for-8025-14-1-0\" >\t\t\t<div class=\"textwidget\"><p><strong>Bernadette DORIZZI<\/strong> &#8211; Director of Research and Doctoral Training:<\/p>\n<\/div>\n\t\t<\/div><\/div><div id=\"panel-8025-14-1-1\" class=\"so-panel widget widget_sow-button panel-last-child widgetopts-SO\" data-index=\"26\" ><div class=\"panel-widget-style panel-widget-style-for-8025-14-1-1\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-button so-widget-sow-button-wire-7513bfe50b48-8025\"\n\t\t\t\n\t\t><div class=\"ow-button-base ow-button-align-center\"\n>\n\t\t\t<a\n\t\t\t\tclass=\"sowb-button ow-icon-placement-left ow-button-hover\" \t>\n\t\t<span>\n\t\t\t\n\t\t\tContact Bernadette Dorizzi\t\t<\/span>\n\t\t\t<\/a>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><\/div><div id=\"pg-8025-15\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-8025-15\" ><div id=\"pgc-8025-15-0\"  class=\"panel-grid-cell\" ><div id=\"panel-8025-15-0-0\" class=\"so-panel widget widget_tsp-widget-onglet panel-first-child panel-last-child widgetopts-SO\" data-index=\"27\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-tsp-widget-onglet so-widget-tsp-widget-onglet-default-58ba54af99fe-8025\"\n\t\t\t\n\t\t>            <div class=\"widget-onglet\">\n                <div id=\"horizontalTab\" class=\"wrap r-tabs\">\n                                                            <ul class=\"r-tabs-nav\"><li><a href=\"#tab-1\">Research Activities<\/a><\/li><li><a href=\"#tab-2\">Research Related Courses<\/a><\/li><li><a href=\"#tab-3\">Partnerships<\/a><\/li><\/ul><div id=\"tab-1\" class=\"tab-content\"><ul>\n<li>M4P (PIA project, 2016)<\/li>\n<\/ul>\n<p><em>Personalized, preventive, predictive and participatory medicine applied to diabetes.<\/em><\/p>\n<ul>\n<li>CBORBIG (Patent - SATT project, 2017)<\/li>\n<\/ul>\n<p><em>Recognition of real-time objects in videos by machine learning and data volume processing.<\/em><\/p>\n<ul>\n<li>DeepOr (start-up winner of the 2015 Digital Start-Up Trophy)<\/li>\n<\/ul>\n<p><em>Optimization of computer systems and computer-assisted vision in operating theaters.<\/em><\/p>\n<ul>\n<li>EMPATHIC (Horizon 2020 project)<\/li>\n<\/ul>\n<p><em>Personalizable, empathic and expressive virtual coach of assistance to the elderly.<\/em><\/p>\n<ul>\n<li>PEPER (DATAIA project - with Ecole Polytechnique and Centrale Supelec, 2018)<\/li>\n<\/ul>\n<p><em>Prediction of the \"prosuming\" of renewable energy by machine learning.<\/em><\/p>\n<ul>\n<li>Deduction of multimodal trajectories of users in urban networks from mobile data (CIFRE thesis, 2016)<\/li>\n<\/ul>\n<p><em>Works in data mobility, in collaboration with IRT SystemX.<\/em><\/p>\n<ul>\n<li>Method for estimating trajectories using mobile data (Patent, 2016)<\/li>\n<\/ul>\n<p>Use of SFR traces for the optimization of transport networks.<\/p>\n<\/div><div id=\"tab-2\" class=\"tab-content\"><p>Engineer's degree - Thoroughfare (3rd year):<\/p>\n<ul>\n<li>JIN - Video Games and Digital Interactions<\/li>\n<li>ASR - Distributed IT Services Architect<\/li>\n<li>MSA - Statistics and Applications Modeling<\/li>\n<li>HTI - High-Tech Imaging<\/li>\n<\/ul>\n<p>National Master Degrees:<\/p>\n<ul>\n<li>TRIED - Information Processing and Data Mining<\/li>\n<li>RVSI - Virtual Reality and Intelligent Systems<\/li>\n<li>DataScale - Data Management in a Digital World<\/li>\n<\/ul>\n<p>Masters of Science:<\/p>\n<ul>\n<li>DATAPAC - Data Analysis and Pattern Classification<\/li>\n<\/ul>\n<\/div><div id=\"tab-3\" class=\"tab-content\"><ul>\n<li>G\u00e9nopole<\/li>\n<li>Institut DATAIA<\/li>\n<li>La Poste<\/li>\n<li>MGEN<\/li>\n<li>Nokia<\/li>\n<li>Orange<\/li>\n<li>TeraLab<\/li>\n<li>Watiz<\/li>\n<\/ul>\n<\/div>                <\/div>\n            <\/div>\n            <\/div><\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>The rapid development of masses of accessible data is generating significant IT needs ranging from collection to decision-making, storage, processing, analysis and modeling. The research topics addressed by the SAMOVAR laboratory at Telecom SudParis address all these questions, bringing together expertise from a broad spectrum of disciplines. The CBORBIG project is an example, demonstrating real-time &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.telecom-sudparis.eu\/en\/ai-and-data-analytics\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;AI and Data Analytics&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":9521,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"categories":[],"tags":[],"class_list":["post-8025","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI and Data Analytics - TELECOM SudParis<\/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:\/\/www.telecom-sudparis.eu\/en\/ai-and-data-analytics\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI and Data Analytics - TELECOM SudParis\" \/>\n<meta property=\"og:description\" content=\"The rapid development of masses of accessible data is generating significant IT needs ranging from collection to decision-making, storage, processing, analysis and modeling. 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