{"id":1782,"date":"2023-06-27T13:51:14","date_gmt":"2023-06-27T13:51:14","guid":{"rendered":"https:\/\/epia2023.inesctec.pt\/?page_id=1782"},"modified":"2023-09-04T19:40:54","modified_gmt":"2023-09-04T19:40:54","slug":"program","status":"publish","type":"page","link":"https:\/\/epia2023.inesctec.pt\/?page_id=1782","title":{"rendered":"Program"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1782\" class=\"elementor elementor-1782\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<header class=\"elementor-section elementor-top-section elementor-element elementor-element-c2058ee elementor-section-full_width elementor-section-content-middle elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle\" data-id=\"c2058ee\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;background_background&quot;:&quot;classic&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_offset&quot;:0,&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-c70ab91\" data-id=\"c70ab91\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6d8e96d elementor-nav-menu--stretch elementor-nav-menu__text-align-center elementor-nav-menu--toggle elementor-nav-menu--burger elementor-widget elementor-widget-nav-menu\" data-id=\"6d8e96d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;layout&quot;:&quot;dropdown&quot;,&quot;full_width&quot;:&quot;stretch&quot;,&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;i class=\\&quot;fas fa-caret-down\\&quot; aria-hidden=\\&quot;true\\&quot;&gt;&lt;\\\/i&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;toggle&quot;:&quot;burger&quot;}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Menu Toggle\" aria-expanded=\"false\">\n\t\t\t<i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open eicon-menu-bar\"><\/i><i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--close eicon-close\"><\/i>\t\t<\/div>\n\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-6d8e96d\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1661\"><a href=\"https:\/\/epia2023.inesctec.pt\/?page_id=1648\" class=\"elementor-item\" tabindex=\"-1\">Registration<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1802\"><a href=\"https:\/\/epia2023.inesctec.pt\/?page_id=1782\" class=\"elementor-item\" tabindex=\"-1\">Program<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-454\"><a href=\"https:\/\/epia2023.inesctec.pt\/?page_id=449\" class=\"elementor-item\" tabindex=\"-1\">Call for Papers<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-587\"><a href=\"https:\/\/epia2023.inesctec.pt\/?page_id=575\" class=\"elementor-item\" tabindex=\"-1\">Thematic Tracks<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1729\"><a href=\"https:\/\/epia2023.inesctec.pt\/?page_id=1711\" class=\"elementor-item\" tabindex=\"-1\">Student Symposium<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-854\"><a href=\"https:\/\/epia2023.inesctec.pt\/?page_id=824\" class=\"elementor-item\" tabindex=\"-1\">Venue + Travel<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-424\"><a href=\"https:\/\/epia2023.inesctec.pt\/?page_id=386\" class=\"elementor-item\" tabindex=\"-1\">Organization<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-865\"><a href=\"https:\/\/epia2023.inesctec.pt\/?page_id=860\" class=\"elementor-item\" tabindex=\"-1\">Call for Sponsors<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-505\"><a href=\"mailto:epia2023@easychair.org\" class=\"elementor-item\" tabindex=\"-1\">Contact<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-fe8ba8a\" data-id=\"fe8ba8a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a8c3027 elementor-widget elementor-widget-theme-site-logo elementor-widget-image\" data-id=\"a8c3027\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-site-logo.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/epia2023.inesctec.pt\">\n\t\t\t<img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/epia2023.inesctec.pt\/wp-content\/uploads\/2023\/03\/cropped-cropped-WhatsApp-Image-2023-03-23-at-23.10.04-150x150.jpeg\" class=\"attachment-thumbnail size-thumbnail wp-image-1097\" alt=\"\" srcset=\"https:\/\/epia2023.inesctec.pt\/wp-content\/uploads\/2023\/03\/cropped-cropped-WhatsApp-Image-2023-03-23-at-23.10.04-150x150.jpeg 150w, https:\/\/epia2023.inesctec.pt\/wp-content\/uploads\/2023\/03\/cropped-cropped-WhatsApp-Image-2023-03-23-at-23.10.04-300x300.jpeg 300w, https:\/\/epia2023.inesctec.pt\/wp-content\/uploads\/2023\/03\/cropped-cropped-WhatsApp-Image-2023-03-23-at-23.10.04.jpeg 563w\" sizes=\"(max-width: 150px) 100vw, 150px\" style=\"width:100%;height:100%;max-width:563px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-6405326\" data-id=\"6405326\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fad72c6 elementor-search-form--skin-full_screen elementor-widget elementor-widget-search-form\" data-id=\"fad72c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;skin&quot;:&quot;full_screen&quot;}\" data-widget_type=\"search-form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<search role=\"search\">\n\t\t\t<form class=\"elementor-search-form\" action=\"https:\/\/epia2023.inesctec.pt\" method=\"get\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-search-form__toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Search\">\n\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-search\"><\/i>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-search-form__container\">\n\t\t\t\t\t<label class=\"elementor-screen-only\" for=\"elementor-search-form-fad72c6\">Search<\/label>\n\n\t\t\t\t\t\n\t\t\t\t\t<input id=\"elementor-search-form-fad72c6\" placeholder=\"Search...\" class=\"elementor-search-form__input\" type=\"search\" name=\"s\" value=\"\">\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<div class=\"dialog-lightbox-close-button dialog-close-button\" role=\"button\" tabindex=\"0\" aria-label=\"Close this search box.\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-close\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/form>\n\t\t<\/search>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/header>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-40b2b0e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"40b2b0e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3050b97\" data-id=\"3050b97\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-162cd4c elementor-widget elementor-widget-heading\" data-id=\"162cd4c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">PROGRAM<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a4fb116 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a4fb116\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f376d27\" data-id=\"f376d27\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fa0c91c elementor-widget elementor-widget-image\" data-id=\"fa0c91c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"750\" height=\"475\" src=\"https:\/\/epia2023.inesctec.pt\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-04-at-12.59.25-1024x648.png\" class=\"attachment-large size-large wp-image-1865\" alt=\"\" srcset=\"https:\/\/epia2023.inesctec.pt\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-04-at-12.59.25-1024x648.png 1024w, https:\/\/epia2023.inesctec.pt\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-04-at-12.59.25-300x190.png 300w, https:\/\/epia2023.inesctec.pt\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-04-at-12.59.25-768x486.png 768w, https:\/\/epia2023.inesctec.pt\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-04-at-12.59.25-1536x972.png 1536w, https:\/\/epia2023.inesctec.pt\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-04-at-12.59.25-1568x992.png 1568w, https:\/\/epia2023.inesctec.pt\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-04-at-12.59.25.png 1972w\" sizes=\"(max-width: 750px) 100vw, 750px\" style=\"width:100%;height:63.29%;max-width:1972px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-401dfa6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"401dfa6\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-804bc88\" data-id=\"804bc88\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e3d03bf elementor-widget elementor-widget-text-editor\" data-id=\"e3d03bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><u><a href=\"https:\/\/epia2023.inesctec.pt\/wp-content\/uploads\/2023\/09\/EPIA23_FullProgram-1.pdf\">Full Program Download<\/a><\/u> &nbsp;<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-947c90f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"947c90f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-74d5e9d\" data-id=\"74d5e9d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-56c5da1 elementor-widget elementor-widget-heading\" data-id=\"56c5da1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><br>Tuesday, September 5th<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2ac779a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2ac779a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-18d0caa\" data-id=\"18d0caa\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0b24846 elementor-widget elementor-widget-text-editor\" data-id=\"0b24846\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">08:30-09:00 <\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var(--global--font-size-base);\"><b>Registration<\/b><\/span><\/div><p>09:00-09:30 <b>Opening Session (<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Ballroom)<\/span><\/p><p>\u00a0<\/p><p>09:30-10:30 <b>&#8220;Machine Learning Algorithms for Brain-Machine Interfaces&#8221; <\/b>(Ballroom)<\/p><ul><li><b>P\u00e9tia Georgieva, <\/b>University of Aveiro, Portugal<br \/><b>Abstract.<\/b><span style=\"color: var( --e-global-color-text ); font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base); font-family: -apple-system, system-ui, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif;\"> Brain\u2013machine interfaces (BMIs) create alternative communication channels between the human brain and the external world. Neural activity is recorded, for example\u00a0<\/span><span style=\"font-family: var(--list--font-family); color: var( --e-global-color-text ); font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">through Electroencephalogram (EEG) and the BCI systems aim to transform these electrophysiological signals into control commands or use them to restore lost function, most commonly motor function in paralyzed patients. This talk will give an overview of the past, the present and the future of the BMIs, focusing on machine learning algorithms such as Convolutional Neural Networks and Neural Autoencoders as promising approaches to build noninvasive BMIs.<\/span><\/li><\/ul><p><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var(--global--font-size-base); font-weight: var( --e-global-typography-text-font-weight );\">10:30-11:00 <\/span><b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var(--global--font-size-base);\">Coffee<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var(--global--font-size-base);\"> Break<\/span><\/b><\/p><p>\u00a0<\/p><p>11:00-13:00 <b>Parallel Sessions<\/b><\/p><p><b>KDBI &#8211; I <\/b>(Ballroom)<\/p><ul><li>Daniela Soares, Pedro Jos\u00e9 Pereira, Paulo Cortez and Carlos Gon\u00e7alves, &#8220;A Comparison of Automated Machine Learning tools for Predicting Energy Building Consumption in Smart Cities&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Thiago Andrade, Nirbhaya Shaji, Rita P. Ribeiro and Jo\u00e3o Gama, &#8220;<\/span>Pollution Emission Patterns of Transportation in Porto, Portugal through Network Analysis&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Rui Jorge Ramos, Lino Oliveira and Jo\u00e3o Vinagre, &#8220;<\/span>Hybrid SkipAwareRec: A Streaming Music Recommendation System&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Duarte Melo, Jessica Delmoral and Jo\u00e3o Vinagre, &#8220;<\/span>Mining Causal Links Between TV Sports Content and Real-World Data&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Nuno Costa and Nuno Moniz, &#8220;<\/span>Imbalanced Regression Evaluation under Uncertain Domain Preferences&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Andr\u00e9 Tse, Lino Oliveira and Jo\u00e3o Vinagre, &#8220;<\/span>Measuring latency-accuracy trade-offs in Convolutional Neural Networks&#8221;<\/li><\/ul><p><b>AMIA<\/b>\u00a0(Library)<\/p><ul><li>Sara Guerreiro-Santalla, Dalila Duraes, Helen Crompton, Paulo Novais and Francisco Bellas, &#8220;Simulation-Based Adaptive Interface for Personalized Learning of AI Fundamentals in Secondary School&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Diogo Martinho, V\u00edtor Crista, Ziya Karakaya, Zahra Gamechi, Alberto Freitas, Jos\u00e9 Neves, Paulo Novais and Goreti Marreiros, &#8220;<\/span>Design and Development of Ontology for AI-based Software Systems to Manage the Food Intake and Energy Consumption of Obesity, Diabetes and Tube Feeding Patients&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Risa Kimura, Tatsuo Nakajima and Ichiro Satoh, &#8220;<\/span>A Gamified Distributed Infrastructure for Collectively Sharing People\u2019s Eyes&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">David Sec and Peter Mikulecky, &#8220;<\/span>A System for Animal Health Monitoring and Emotions Detection&#8221;<\/li><\/ul><p><b>AIOTA<\/b>\u00a0(Card Room)<\/p><ul><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Ana Cl\u00e1udia Teixeira, Gabriel Carneiro, Raul Morais, Joaquim J. Sousa and Ant\u00f3nio Cunha, &#8220;<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Segmentation as a pre-processing for automatic grape moths detection&#8221;<\/span><\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Ana Rita Bai\u00e3o, Carolina Peixoto, Marta B. Lopes, Pedro Reis Costa, Alexandra M. Carvalho and Susana Vinga, &#8220;<\/span>Evaluating the causal role of environmental data in shellfish biotoxin contamination on the Portuguese coast&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Gabriel Carneiro, Ana Cl\u00e1udia Teixeira, Raul Morais, Joaquim Jo\u00e3o Sousa and Ant\u00f3nio Cunha, &#8220;<\/span>Can the segmentation improve the grape varieties&#8217; identification through images acquired on-field?&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Daniel Queir\u00f3s da Silva, Tiago Ferreira Rodrigues, Filipe Neves dos Santos, Armando Jorge Sousa and V\u00edtor Filipe, &#8220;<\/span>Deep Learning-Based Tree Stem Segmentation for Robotic Eucalyptus Selective Thinning Operations&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Dinis Costa, Catarina Silva, Joana Costa and Bernardete Ribeiro, &#8220;<\/span>Enhancing Pest Detection Models through Improved Annotations&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Andr\u00e9 Baltazar, Filipe Santos, Salviano Soares, Ant\u00f3nio Paulo Moreira and Jos\u00e9 Boaventura Cunha, &#8220;<\/span>Sound-based Anomalies Detection in Agricultural Robotics Application&#8221;<\/li><\/ul><div><span style=\"font-family: -apple-system, system-ui, Segoe UI, Roboto, Oxygen-Sans, Ubuntu, Cantarell, Helvetica Neue, sans-serif;\">\u00a0<\/span><\/div><p>13:00-14:30 <b>Lunch Break<\/b>\u00a0(<span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Bar\u00e3o Palace)<\/span><\/p><p>\u00a0<\/p><p>14:30-16:00 <b>Parallel Sessions<\/b><\/p><p><b>KDBI &#8211; II<\/b>\u00a0(Ballroom)<\/p><ul><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Jo\u00e3o Miguel Silva, Ana Nogueira, Jos\u00e9 Pinto, Ant\u00f3nio Alves and Ricardo Sousa, &#8220;<\/span>Time-series pattern verification in CNC machining data&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Gon\u00e7alo Caba\u00e7o, S\u00e9rgio Oliveira, Andr\u00e9 Alegre, Nuno C. Marques, Jo\u00e3o Manso and Jo\u00e3o Marcelino, &#8220;<\/span>Analysis of Dam Natural Frequencies Using a Convolutional Neural Network&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Paulo J.S. Ferreira, Jo\u00e3o Mendes-Moreira and Arlete Rodrigues, &#8220;<\/span>Studying the impact of sampling in highly frequent time series&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Eduardo M. Rodrigues, Yassine Baghoussi and Jo\u00e3o Mendes-Moreira, &#8220;<\/span>Interpreting What Is Important: An Explainability Approach And Study On Feature Selection&#8221;<\/li><\/ul><p><b>AISC <\/b>(Library)<\/p><ul><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Mohamed Abdel Rahman, Ahmed Dahroug and Sherin Moussa, &#8220;<\/span>Using Artificial Intelligence for Trust Management Systems in Fog Computing&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Eva Pajorova, Peter Krammer and Ladislav Hluchy, &#8220;<\/span>Using Hyperspectral Images and Lidar Data to Create Models for the Classification and CAVE visualization of Tree Species&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Radwa Nassar, Abdelmoniem Helmy and Nagy Ramdan, &#8220;<\/span>Depression Detection for Twitter Users using Machine Learning Sentiment Analysis&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Areeg Ahmed, Shahira Azab and Yasser Abdelhamid, &#8220;<\/span>Source-Code Generation using Deep Learning: A Survey&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Muhammad Ali, Sehrish Munawar Cheema, Ivan Miguel Pires, Ammerha Naz, Zaheer Aslam, Nasir Ayub and Paulo Jorge Coelho, &#8220;<\/span>An IoT-Based Framework for Sustainable Supply Chain Management System&#8221;<\/li><\/ul><p><b>AITS<\/b> (<span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Card Room)<\/span><\/p><ul><li>Ant\u00f3nio Ribeiro da Costa, Zafeiris Kokkinogenis and Rosaldo Rossetti, &#8220;An Ethical Perspective on Intelligent Transport Systems&#8221;<\/li><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Andr\u00e9 Duarte and Arlindo Oliveira, &#8220;<\/span>Improving Address Matching using Siamese Transformer Networks&#8221;<\/li><li>Martin Aleksandrov and Tobias Labarta &#8220;Safety, Stability, and Efficiency of Taxi Rides&#8221;<\/li><li>Cl\u00e1udia Rodrigues, Marco Veloso, Ana Alves and Carlos Bento &#8220;Using CDR Data to Understand Post-Pandemic Mobility Patterns&#8221;<\/li><\/ul><p>16:00-16:30 <b>Coffee Break<\/b><\/p><p>\u00a0<\/p><p>16:30-18:30\u00a0<a href=\"https:\/\/epia2023.inesctec.pt\/wp-content\/uploads\/2023\/09\/EPIA23_StudentSymposium.pdf\" target=\"_blank\" rel=\"noopener\"><u>Student Symposium<\/u><\/a><b>\u00a0(<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Ballroom)<\/span><\/p><ul><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var(--global--font-size-base); font-weight: var( --e-global-typography-text-font-weight );\">Daniel Agostinho &#8220;<\/span>Emotional state classification from brain signals using CNNs adapted for fMRI signal properties&#8221;<\/li><li>Daniela Pais &#8220;Learning Postoperative Pain through Physiological Signals&#8221;<\/li><li>Teresa Pereira &#8220;Electrocardiogram for Biometric Recognition: Collectability, Stability and Application Challenges&#8221;<\/li><li>Cesar Andrade &#8220;Clustering Massive, Noisy, and Unstructured Textual Streams&#8221;\u00a0<\/li><li>Marco Rondina &#8220;Data Quality, Data Balance and Data Documentation: a framework&#8221;<\/li><li>Michal Lewandowski &#8220;Estimating the Density Ratio with a ReLU Induced Tessellation&#8221;<\/li><li>Rui Melo &#8220;A Semantic Search System for the Supremo Tribunal de Justi\u00e7a&#8221;<\/li><li>David Makiya &#8220;Addressing Self-Sustainability in Multi-Agent Systems through Combating Terrorism Financing&#8221;<\/li><li>Margarida Costa &#8220;Data Leakage Detection and Data Denoising using Causal Mechanisms for Recommender Systems&#8221;<\/li><li>Mubarak Hussain &#8220;Can we hold AGI-enabled Robot Morally Responsible for their Actions?&#8221;<\/li><li>Serkan Sulun &#8220;Symbolic music generation conditioned on continuous-valued emotions&#8221;<\/li><li>Yi Yang Liu &#8220;Exploring GenAI Art Tools By Designing Visual Culture Chatbot Assistant: A Case Study In Higher Education&#8221;<\/li><\/ul><p>18:30-20:00 <b>Welcome Reception (<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Estalagem de Santa Cruz)<\/span><\/p><p><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">\u00a0<\/span><\/p><p>\u00a0<\/p><h2 style=\"font-weight: 600; font-size: var(--heading--font-size-h2); letter-spacing: normal; max-width: var(--global--spacing-measure); color: var( --e-global-color-primary );\" data-elementor-setting-key=\"title\" data-pen-placeholder=\"Type Here...\">WedNESday, September 6th<\/h2><p>\u00a0<\/p><p>08:30-09:00 <b>Registration<\/b><\/p><p>\u00a0<\/p><p>09:00-10:00 <b>&#8220;Digital Twins of the Ocean<\/b>&#8221; (Ballroom)<\/p><ul><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var(--global--font-size-base);\"><b>Martin Visbeck,\u00a0<\/b>University of Kiel, Germany<br \/><b>Abstract.<\/b><\/span><\/li><\/ul><p>10:00-10:30 <b>Coffee Break<\/b><\/p><p>\u00a0<\/p><p>10:30-12:30\u00a0<span style=\"font-weight: bold; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var(--global--font-size-base);\">Parallel Sessions<\/span><\/p><p><b style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var(--global--font-size-base);\">AIL<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\"> (<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Ballroom)<\/span><\/p><ul><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Pedro Freitas and Luis Mendes Gomes &#8220;<\/span>Does ChatGPT Pass the Brazilian Bar Exam?&#8221;<\/li><li>Hidelberg O. Albuquerque, Ellen Souza, Adriano L.I. Oliveira, David Mac\u00eado, Cleber Zanchettin, Douglas Vit\u00f3rio, N\u00e1dia F. F. da Silva and Andr\u00e9 C.P.L.F. de Carvalho &#8220;On the Assessment of Deep Learning Models for Named Entity Recognition of Brazilian Legal Documents&#8221;<\/li><li>Jacopo Ciani Sciolla and Ludovica Paseri &#8220;Anonymisation of Judicial Rulings for Legal Analytics Purposes: Ethics, Law, and Compliance&#8221;<\/li><li>Nuno Cordeiro, Jo\u00e3o Dias and Pedro A. Santos &#8220;LeSSE &#8211; A Semantic Search Engine applied to Portuguese Consumer Law&#8221;<\/li><li>Rui Melo, Joao Dias and Pedro A. Santos &#8220;A Semantic Search System for the Supremo Tribunal de Justi\u00e7a&#8221;<\/li><li>N\u00eddia Moreira, Pedro Freitas and Paulo Novais &#8220;The AI Act meets General Purpose AI: the good, the bad and the uncertain&#8221;<\/li><\/ul><div><p style=\"line-height: var(--wp--typography--line-height, var(--global--line-height-body)); max-width: var(--global--spacing-measure);\"><span style=\"font-weight: bold; max-width: var(--global--spacing-measure);\">AIGC<\/span>\u00a0<span style=\"font-weight: bold; max-width: var(--global--spacing-measure);\">&#8211; I<\/span>\u00a0(<span style=\"max-width: var(--global--spacing-measure); color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Library)<\/span><\/p><ul style=\"padding-left: calc(2 * var(--global--spacing-horizontal)); font-family: var(--list--font-family); max-width: var(--global--spacing-measure);\"><li style=\"max-width: var(--global--spacing-measure);\">Alberto Calleo and Ludovica Rosato &#8220;Human + non-human creative identities. Symbiotic synthesis in industrial design creative processes&#8221;<\/li><li style=\"max-width: var(--global--spacing-measure);\">Manex Agirrezabal, Hugo Gon\u00e7alo Oliveira and Aitor Ormazabal &#8220;Erato: Automatizing Poetry Evaluation&#8221;<\/li><li style=\"max-width: var(--global--spacing-measure);\">Serkan Sulun, Pedro Oliveira and Paula Viana &#8220;Emotion4MIDI: a Lyrics-based Emotion-Labeled Symbolic Music Dataset&#8221;<\/li><li style=\"max-width: var(--global--spacing-measure);\">Joscha Bach and Liane Gabora &#8220;A Path to Generative Artificial Selves&#8221;<\/li><\/ul><div><span style=\"font-family: -apple-system, system-ui, Segoe UI, Roboto, Oxygen-Sans, Ubuntu, Cantarell, Helvetica Neue, sans-serif;\">\u00a0<\/span><\/div><\/div><p>12:30-14:00 <b>Lunch Break (<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Bar\u00e3o Palace)<\/span><\/p><p>\u00a0<\/p><p>14:00-16:00 <b>Parallel Sessions<\/b>\u00a0<\/p><p><b style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var(--global--font-size-base);\">AIM (<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Ballroom)<\/span><\/p><ul><li>Tetiana Biloborodova, Br\u00edd Brosnan, Inna Skarga-Bandurova and Daniel J. Strauss &#8220;Generalization Ability in Medical Image Analysis with Small-Scale Imbalanced Datasets: Insights from Neural Network Learning&#8221;<\/li><li>Bruno Ribeiro, Isabel Curioso, Ricardo Santos, Federico Guede-Fern\u00e1ndez, Pedro Coelho, Jorge Santos, Jos\u00e9 Fragata, Ana Londral and In\u00eas Sousa &#8220;Unravelling Heterogeneity: A Hybrid Machine Learning Approach to Predict Post-Discharge Complications in Cardiothoracic Surgery&#8221;<\/li><li>Giovanni Baj, Arjuna Scagnetto, Luca Bortolussi and Giulia Barbati &#8220;Deep learning survival model to predict atrial fibrillation from ECGs and EHR data&#8221;<\/li><li>Roberta Coletti and Marta Lopes &#8220;Multi-omics data integration and network inference for biomarker discovery in glioma&#8221;<\/li><\/ul><div><p style=\"line-height: var(--wp--typography--line-height, var(--global--line-height-body)); max-width: var(--global--spacing-measure);\"><span style=\"font-weight: bold; max-width: var(--global--spacing-measure);\">AIGC &#8211; II<\/span>\u00a0(<span style=\"max-width: var(--global--spacing-measure); color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Library)<\/span><\/p><ul style=\"padding-left: calc(2 * var(--global--spacing-horizontal)); font-family: var(--list--font-family); max-width: var(--global--spacing-measure);\"><li style=\"max-width: var(--global--spacing-measure);\">Ana\u00efs Giannuzzo &#8220;Creativity, intentions, and self-narratives: Can AI really be creative?&#8221;<\/li><li style=\"max-width: var(--global--spacing-measure);\">Jorge Santos, Rafael Murta, Jo\u00e3o Miguel Cunha, S\u00e9rgio Rebelo, Tiago Martins and Pedro Martins &#8220;Evolving Urban Landscapes&#8221;<\/li><li style=\"max-width: var(--global--spacing-measure);\">Corina Catarau-Cotutiu, Esther Mondrag\u00f3n and Eduardo Alonso &#8220;AIGenC: AI Generalisation via Creativity&#8221;<\/li><\/ul><div><span style=\"font-family: -apple-system, system-ui, Segoe UI, Roboto, Oxygen-Sans, Ubuntu, Cantarell, Helvetica Neue, sans-serif;\">\u00a0<\/span><\/div><\/div><p>16:00-16:30 <b>Coffee Break<\/b><\/p><p>\u00a0<\/p><p>16:30-19:00\u00a0<a href=\"https:\/\/epia2023.inesctec.pt\/wp-content\/uploads\/2023\/09\/interdisciplinary_challenges_final_program.pdf\" target=\"_blank\" rel=\"noopener\"><u>Interdisciplinary Challenges<\/u><\/a><b>\u00a0(<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Ballroom)<\/span><\/p><p><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">\u00a0<\/span><\/p><p><span style=\"font-family: 'Bebas Neue', sans-serif; font-size: 48px; font-weight: 600; color: var( --e-global-color-text );\">ThurSday, September 7th<\/span><\/p><p>\u00a0<\/p><p>08:30-09:00 <b>Registration<\/b><\/p><p>\u00a0<\/p><p>09:00-10:00 <b>&#8220;On the use (and misuse) of differential privacy in machine learning&#8221; <\/b>(<span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var(--global--font-size-base);\">Ballroom)<\/span><\/p><ul><li><b>Josep Domingo-Ferrer<\/b>, Universitat Rovira i Virgli, Spain<br \/><b>Abstract.\u00a0<\/b>Machine learning (ML) is vulnerable to security and privacy attacks. Whereas security attacks aim at preventing model convergence or forcing convergence to wrong models, privacy attacks attempt to disclose the data used to train the model. This talk will focus on privacy attacks. After reviewing them, I will examine the use of differential privacy (DP) as a\u00a0 methodology to protect against them, both in centralized and decentralized ML (federated learning). I will show that DP-based ML implementations do not deliver the &#8220;ex ante&#8221; privacy guarantees of DP. What they deliver is basically noise addition similar to the traditional statistical disclosure control approach. The actual level of privacy offered must be assessed &#8220;ex post&#8221;, which is seldom done. I will present empirical results that show that standard anti-overfitting techniques in ML can achieve a better utility\/privacy\/efficiency trade-off than DP.<p>\u00a0<\/p><\/li><\/ul><p>10:00-10:30 <b>Coffee Break<\/b><\/p><p>\u00a0<\/p><p>10:30-12:30 <b>Parallel Sessions<\/b>\u00a0<\/p><p><b style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var(--global--font-size-base);\">AIM &#8211; II (<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Ballroom)<\/span><\/p><ul><li>Afonso Lobo, Agostinho Barbosa, Hugo Peixoto, Tiago Guimar\u00e3es, Manuel Santos and Jo\u00e3o Lopes &#8220;Better Medical Efficiency by means of Hospital Bed Management Optimization \u2013 a Comparison of Artificial Intelligence Techniques&#8221;<\/li><li>Maria Pedroto, Alipio M. Jorge, Jo\u00e3o Mendes Moreira and Teresa Coelho &#8220;Combining neighbor models to improve predictions for ATTRv&#8221;<\/li><li>Ana Silva, Pedro Chaves, Sara Rijo, Jo\u00e3o Bon\u00e9, Tiago Oliveira and Paulo Novais &#8220;Leveraging TFR-BERT for ICD Diagnoses Ranking&#8221;<\/li><li>Larissa Montenegro, Luis Mendes Gomes and Jos\u00e9 Machado &#8220;AI-Based Medical Scribe to Support Clinical Consultations: A Proposed System Architecture&#8221;<\/li><\/ul><p><b>AI4IS (<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Library)<\/span><\/p><ul><li>Jonathan Dreyer, Stefano Carrino, Hatem Ghorbel and Paul Cotofrei &#8220;Tool Wear Monitoring Using Multi-Sensor Time Series and Machine Learning&#8221;<\/li><li>Bruno Veiga, Tiago Pinto, Ruben Teixeira and Carlos Ramos &#8220;Vision Transformers applied to Indoor Room Classification&#8221;<\/li><li>Georg Rottenwalter, Marcel Tilly, Christian Bielenberg and Katharina Obermeier &#8220;Advancements in synthetic data extraction for industrial injection molding&#8221;<\/li><li>Jorge Lopes, Feliz Gouveia, V\u00edtor Silva, Rui S. Moreira, Jos\u00e9 Torres, Maria Jo\u00e3o Guerreiro and Luis Paulo R\u00e9is &#8220;Using Deep Learning for Building Stock Classification in Seismic Risk Analysis&#8221;<\/li><li>Bo N\u00f8rregaard J\u00f8rgensen and Zheng Ma &#8220;Digital Twins: Benefits, Applications and Development Process&#8221;<\/li><li>Beatriz Rodrigues, Carlos Fernandes and Filipe Portela &#8220;Data Mining Models to predict parking lot availability&#8221;<\/li><\/ul><div><p style=\"line-height: var(--wp--typography--line-height, var(--global--line-height-body)); max-width: var(--global--spacing-measure);\"><span style=\"font-weight: bold; max-width: var(--global--spacing-measure);\">ERAI (<\/span><span style=\"max-width: var(--global--spacing-measure); color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Card Room)<\/span><\/p><ul style=\"padding-left: calc(2 * var(--global--spacing-horizontal)); font-family: var(--list--font-family); max-width: var(--global--spacing-measure);\"><li style=\"max-width: var(--global--spacing-measure);\">T\u00e2nia Carvalho, Nuno Moniz and Lu\u00eds Antunes &#8220;A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics&#8221;\u00a0<\/li><li style=\"max-width: var(--global--spacing-measure);\">Paulo Rupino da Cunha and Jacinto Estima &#8220;Navigating the landscape of AI ethics and responsibility&#8221;<\/li><li style=\"max-width: var(--global--spacing-measure);\">Marco Rondina, Antonio Vetr\u00f2 and Juan Carlos De Martin &#8220;Completeness of Datasets Documentation on ML\/AI repositories: an Empirical Investigation&#8221;<\/li><li style=\"max-width: var(--global--spacing-measure);\">Rui D. Ferreira, Ant\u00f3nio Grilo and Maria Jo\u00e3o Maia &#8220;A Maturity Model for industries and organizations of all types to better adopt Responsible AI \u2013 preliminary results&#8221;<\/li><li style=\"max-width: var(--global--spacing-measure);\">Catarina Silva, Tiago Faria and Bernardete Ribeiro &#8220;Towards Interpretability in Fintech Applications via Knowledge Augmentation&#8221;<\/li><\/ul><div><span style=\"font-family: -apple-system, system-ui, Segoe UI, Roboto, Oxygen-Sans, Ubuntu, Cantarell, Helvetica Neue, sans-serif;\">\u00a0<\/span><\/div><\/div><p>12:30-14:00 <b>Lunch Break (<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Bar\u00e3o Palace)<\/span><\/p><p>\u00a0<\/p><p>14:00-15:00 <b>APPIA Meeting (<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Ballroom)<\/span><\/p><p>\u00a0<\/p><p>15:00-18:00 <b>Conference Visit<\/b>\u00a0(Caldeira and Capelinhos Vulcano)<\/p><p>\u00a0<\/p><p>19:30-22:00 <b>Conference Banquet (<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Parque Alagoa)<\/span><\/p><p><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">\u00a0<\/span><\/p><p>\u00a0<\/p><p style=\"line-height: var(--wp--typography--line-height, var(--global--line-height-body)); max-width: var(--global--spacing-measure);\"><span style=\"max-width: var(--global--spacing-measure); font-family: 'Bebas Neue', sans-serif; font-size: 48px; font-weight: 600; color: var( --e-global-color-text );\">Friday, September 8th<\/span><\/p><p style=\"line-height: var(--wp--typography--line-height, var(--global--line-height-body)); max-width: var(--global--spacing-measure);\">\u00a0<\/p><p><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">08:30-09:00 <\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var(--global--font-size-base);\"><b>Registration<\/b><\/span><\/p><p>\u00a0<\/p><p>09:00-10:00 <b>&#8220;Learning on Graphs&#8221; <\/b>(Ballroom)<\/p><ul><li><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var(--global--font-size-base);\"><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var(--global--font-size-base);\"><b>Nitesh Chawla<\/b>, University of Notre Dame, USA<br \/><b>Abstract.\u00a0<\/b><\/span><\/span><span style=\"font-family: Roboto, sans-serif;\">Graphs are ubiquitous across a variety of use-cases, and have emerged as a powerful means of representing complex systems. Graph Neural Networks have demonstrated exceptional effectiveness in handling graph data; however, there are numerous challenges from multiple data modalities to lack of labeled data. In this talk, I&#8217;ll introduce our work on learning from multiple data, and also the ideas of learning from limited data, including few-shot and self-supervised learning. I&#8217;ll also discuss applications of these methods.\u00a0<\/span><p>\u00a0<\/p><\/li><\/ul><p><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">10:00-10:30 <\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var(--global--font-size-base);\"><b>Coffee Break<\/b><\/span><\/p><p>\u00a0<\/p><p>10:30-12:30 <b>Parallel Sessions<\/b><br \/><b>TEMA &#8211; I (<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Ballroom)<\/span><\/p><ul><li>Lu\u00eds Filipe Cunha, Ricardo Campos and Al\u00edpio Jorge &#8220;Event Extraction for Portuguese: A QA-driven Approach using ACE-2005&#8221;<\/li><li>Victor Hugo Rocha, Paulo Pirozelli, Igor Cataneo Silveira, Fabio Cozman and Denis Deratani Mau\u00e1 &#8220;Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New Dataset, its Methodology and Associated Tasks&#8221;<\/li><li>Filipe Cerveira Do Amaral, H. Sofia Pinto and Bruno Martins &#8220;Argumentation Mining from Textual Documents Combining Deep Learning and Reasoning&#8221;<\/li><li>Jo\u00e3o Ant\u00f3nio Rodrigues, Lu\u00eds Gomes, Jo\u00e3o Silva, Ant\u00f3nio Branco, Rodrigo Santos, Henrique Lopes Cardoso and Tom\u00e1s Os\u00f3rio &#8220;Advancing Neural Encoding of Portuguese with Transformer Albertina PT&#8221;<\/li><li>Afonso Sousa and Henrique Lopes Cardoso &#8220;OSPT: European Portuguese Paraphrastic Dataset with Machine Translation&#8221;<\/li><li>Cesar Andrade, Rita Ribeiro and Jo\u00e3o Gama &#8220;Topic Model with Contextual Outlier Handling: a Study on Electronic Invoice Product Descriptions&#8221;<\/li><\/ul><p><b>GAI (<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Library)<\/span><\/p><ul><li>Luis Ros\u00e1rio, Sofia Cavaco, Joaquim Silva, Lu\u00eds Freitas and Philippe Verbogh &#8220;Vocalization Features to Recognize Small Dolphin Species for Limited Datasets&#8221;<\/li><li>Gargi Roy, Kane Warrior and Dalia Chakrabarty &#8220;Covariance Kernel Learning Schemes for Gaussian Process Based Prediction using Markov Chain Monte Carlo&#8221;<\/li><li>Bernardo Esteves, Francisco S. Melo and Miguel Vasco &#8220;Pre-training with Augmentations for Efficient Transfer in Model-based Reinforcement Learning&#8221;<\/li><\/ul><p><b>MASTA + IROBOT (<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Card Room)<\/span><\/p><ul><li>Siva Kailas, Wenhao Luo and Katia Sycara &#8220;Multi-Robot Adaptive Sampling for Supervised Spatiotemporal Forecasting&#8221;<\/li><li>Hajar Baghcheband, Carlos Soares and Luis Paulo Reis &#8220;Machine Learning Data Markets: Evaluating the Impact of Data Exchange on the Agent Learning Performance&#8221;<\/li><li>Maria Lopes, Antonio P. Moreira, Manuel Silva and Filipe Santos &#8220;A Review on Quadruped Manipulators&#8221;<\/li><\/ul><div><span style=\"font-family: -apple-system, system-ui, Segoe UI, Roboto, Oxygen-Sans, Ubuntu, Cantarell, Helvetica Neue, sans-serif;\">\u00a0<\/span><\/div><p>12:30-14:00 <b>Lunch Break (<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Bar\u00e3o Palace)<\/span><\/p><p>\u00a0<\/p><p>14:00-16:00 <b>Parallel Sessions <\/b><br \/><b>TEMA &#8211; II (<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Ballroom)<\/span><\/p><ul><li>Derguene Mbaye and Moussa Diallo &#8220;Beqi: Revitalize the Senegalese Wolof Language with a Robust Spelling Corrector&#8221;<\/li><li>Shamsuddeen Hassan Muhammad, Pavel Brazdil and Al\u00edpio M. Jorge &#8220;Leveraging Symbolic and Deep Learning Techniques for Explainable Sentiment Analysis&#8221;<\/li><li>Vasco Campos, Ricardo Campos and Alipio M. Jorge &#8220;Tweet2Story: Extracting Narratives From Twitter&#8221;<\/li><li>Diogo Tavares, Pedro Azevedo, David Semedo, Ricardo Sousa and Joao Magalhaes &#8220;Task Conditioned BERT for Joint Intent Detection and Slot-filling&#8221;<\/li><li>Marian Lambert, Thomas Schuster, Marcus Kessel and Colin Atkinson &#8220;Robustness Analysis of Machine Learning Models using Domain-Specific Test Data Perturbation&#8221;<\/li><li>Fernando Duarte, Nuno Lau, Artur Pereira and Luis Reis &#8220;Revisiting Deep Attention Recurrent Networks&#8221;<\/li><li>Richard Jonker, Roshan Poudel, Olga Fajarda, Jos\u00e9 Oliveira, Rui Lopes and S\u00e9rgio Matos &#8220;DyPrune: Dynamic pruning rates for neural networks&#8221;<\/li><\/ul><p><b>AIPES (<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Library)<\/span><\/p><ul><li>Aria Jozi, Tiago Pinto, Luis Gomes, Goreti Marreiros and Zita Vale &#8220;Rule-based system for intelligent energy management in buildings&#8221;<\/li><li>Bruno Ribeiro, Luis Gomes and Zita Vale &#8220;A novel federated learning approach to enable distributed and collaborative genetic programming&#8221;\u00a0<\/li><li>Bal\u00e1zs Andr\u00e1s Tolnai, Zheng Ma and Bo N\u00f8rregaard J\u00f8rgensen &#8220;A Scoping Review of Energy Load Disaggregation&#8221;<\/li><li>Bruno Mota, Pedro Faria and Carlos Ramos &#8220;Production Scheduling for Total Energy Cost and Machine Longevity Optimization through a Genetic Algorithm&#8221;<\/li><\/ul><p><b>PSDM + SSM (<\/b><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Card Room)<\/span><\/p><ul><li>Nikolai Antonov, P\u0159emysl \u0160\u016fcha and Mikol\u00e1\u0161 Janota &#8220;Data-driven Single Machine Scheduling Minimizing Weighted Number of Tardy Jobs&#8221;<\/li><li>Leah Chrestien, Tomas Pevny, Stefan Edelkamp and Anton\u00edn Komenda &#8220;Heuristic Search Optimisation using Planning and Curriculum Learning Techniques&#8221;<\/li><li>Josef Janda and Kamila \u0160tekerov\u00e1 &#8220;Review of Agent-Based Evacuation Models in Python&#8221;<\/li><\/ul><div><span style=\"font-family: -apple-system, system-ui, Segoe UI, Roboto, Oxygen-Sans, Ubuntu, Cantarell, Helvetica Neue, sans-serif;\">\u00a0<\/span><\/div><p>16:00-16:30 <b>Closing Session<\/b> (<span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: var(--global--font-size-base);\">Ballroom)<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c330f65 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c330f65\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-49f352e\" data-id=\"49f352e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>PROGRAM Full Program Download &nbsp; Tuesday, September 5th 08:30-09:00 Registration 09:00-09:30 Opening Session (Ballroom) \u00a0 09:30-10:30 &#8220;Machine Learning Algorithms for Brain-Machine Interfaces&#8221; (Ballroom) P\u00e9tia Georgieva, University of Aveiro, PortugalAbstract. Brain\u2013machine interfaces (BMIs) create alternative communication channels between the human brain and the external world. Neural activity is recorded, for example\u00a0through Electroencephalogram (EEG) and the BCI&hellip; <a class=\"more-link\" href=\"https:\/\/epia2023.inesctec.pt\/?page_id=1782\">Continue reading <span class=\"screen-reader-text\">Program<\/span><\/a><\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1782","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"https:\/\/epia2023.inesctec.pt\/index.php?rest_route=\/wp\/v2\/pages\/1782","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/epia2023.inesctec.pt\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/epia2023.inesctec.pt\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/epia2023.inesctec.pt\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/epia2023.inesctec.pt\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1782"}],"version-history":[{"count":58,"href":"https:\/\/epia2023.inesctec.pt\/index.php?rest_route=\/wp\/v2\/pages\/1782\/revisions"}],"predecessor-version":[{"id":1903,"href":"https:\/\/epia2023.inesctec.pt\/index.php?rest_route=\/wp\/v2\/pages\/1782\/revisions\/1903"}],"wp:attachment":[{"href":"https:\/\/epia2023.inesctec.pt\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1782"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}