{"id":33,"date":"2022-12-16T21:03:53","date_gmt":"2022-12-16T21:03:53","guid":{"rendered":"http:\/\/xaiconference.lucalongo.eu\/?page_id=33"},"modified":"2023-07-25T08:01:23","modified_gmt":"2023-07-25T08:01:23","slug":"full-programme","status":"publish","type":"page","link":"https:\/\/xaiworldconference.com\/2023\/full-programme\/","title":{"rendered":"Full programme"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"257\" src=\"https:\/\/xaiworldconference.com\/wp-content\/uploads\/2023\/07\/Screenshot-2023-07-25-at-09.00.38-1024x257.png\" alt=\"\" class=\"wp-image-2411\" srcset=\"https:\/\/xaiworldconference.com\/2023\/wp-content\/uploads\/2023\/07\/Screenshot-2023-07-25-at-09.00.38-1024x257.png 1024w, https:\/\/xaiworldconference.com\/2023\/wp-content\/uploads\/2023\/07\/Screenshot-2023-07-25-at-09.00.38-300x75.png 300w, https:\/\/xaiworldconference.com\/2023\/wp-content\/uploads\/2023\/07\/Screenshot-2023-07-25-at-09.00.38-768x193.png 768w, https:\/\/xaiworldconference.com\/2023\/wp-content\/uploads\/2023\/07\/Screenshot-2023-07-25-at-09.00.38-1536x386.png 1536w, https:\/\/xaiworldconference.com\/2023\/wp-content\/uploads\/2023\/07\/Screenshot-2023-07-25-at-09.00.38-2048x514.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n<div class=\"conf_scheduler day_tabs\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"display: none;\"><symbol id=\"fav-star\" viewBox=\"0 0 576 512\"><path d=\"M259.3 17.8L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0z\"\/><path class=\"conf_scheduler_star_outline\" d=\"M528.1 171.5L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6zM388.6 312.3l23.7 138.4L288 385.4l-124.3 65.3 23.7-138.4-100.6-98 139-20.2 62.2-126 62.2 126 139 20.2-100.6 98z\"\/><\/symbol><\/svg><div class=\"filter\"><select class=\"multi_filter\" multiple=\"multiple\"><optgroup label=\"Type to Search\"><\/optgroup><optgroup label=\"Themes\"><option value=\"theme_foyer-sophia-de-mello-breyner-andrese\">Foyer Sophia de Mello Breyner Andrese<\/option><option value=\"theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/option><option value=\"theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/option><option value=\"theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/option><\/optgroup><\/select><div class=\"buttons\"><button class=\"toggle_all\">Show\/Hide All<\/button><button class=\"my_picks\">Show My Picks<\/button><\/div><\/div><ul class=\"day_tabs\"><li data-day=\"20230726\" class=\" open\">Wednesday 26 Jul 2023<\/li><li data-day=\"20230727\" class=\"\">Thursday 27 Jul 2023<\/li><li data-day=\"20230728\" class=\"\">Friday 28 Jul 2023<\/li><\/ul><div class=\"conference_day day_20230726 open\">\n<h3>Wednesday 26 Jul 2023<\/h3><div class=\"session session_session-1 no_workshops\">\n<h3>8:00 am - 9:00 am (Registration - day 1)<\/h3><div class=\"description\"><p>Foyer, Sophia de Mello Bregner Andresen<\/p>\n<\/div><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_welcome no_workshops\">\n<h3>9:00 am - 9:15 am (Welcome - day 1)<\/h3><div class=\"description\"><p>Foyer, Sophia de Mello Bregner Andresen<\/p>\n<\/div><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_parallel-sessions-morning\">\n<h3>9:30 am - 11:00 am (Parallel sessions - morning - day 1)<\/h3><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<div class=\"session session_interdisciplinary-perspectives-on-xai\">\n<h3>[Interdisciplinary perspectives on xAI]<\/h3><div class=\"description\"><p>Chairs: Kevin Baum, Timo Speith<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2154\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Perlocution vs Illocution: How Different Interpretations of the Act of Explaining Impact on the Evaluation of Explanations and XAI<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Francesco Sovrano, Fabio Vitali<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session interdisciplinary-perspectives-on-xai\">Wed 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2157\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Speeding things up. Can explainability improve human learning?<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Jakob Mannmeusel, Mario Rothfelder, and Samaneh Khoshrou<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session interdisciplinary-perspectives-on-xai\">Wed 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2158\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Statutory Professions in AI governance and their consequences for explainable AI<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Labhaoise NiFhaolain, Andrew Hines, Vivek Nallur<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session interdisciplinary-perspectives-on-xai\">Wed 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2159\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Dear XAI Community, We Need to Talk! Fundamental Misconceptions in Current XAI Research<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Timo Freiesleben, Gunnar Konig<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session interdisciplinary-perspectives-on-xai\">Wed 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2160\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">XAI Requirements in Smart Production Processes: A Case Study<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Deborah Baum, Kevin Baum, Timo P. Gros, Verena Wolf<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session interdisciplinary-perspectives-on-xai\">Wed 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_model-agnostic-explanations\">\n<h3>[Model-agnostic explanations]<\/h3><div class=\"description\"><p>Chair: Julia Herbinger<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2202\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Maximilian Muschalik, Fabian Fumagalli, Rohit Jagtani, Barbara Hammer, Eyke Hullermeier<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session model-agnostic-explanations\">Wed 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2210\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Algorithm-Agnostic Feature Attributions for Clustering<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Christian A. Scholbeck, Henri Funk, Giuseppe Casalicchio<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session model-agnostic-explanations\">Wed 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2211\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Feature Importance versus Feature Influence and What It Signifies for Explainable AI<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Kary Framling<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session model-agnostic-explanations\">Wed 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2212\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">SAC-FACT: Soft Actor-Critic Reinforcement Learning for Counterfactual Explanations<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Fatima Ezzeddine, Omran Ayoub, Davide Andreoletti, Silvia Giordano<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session model-agnostic-explanations\">Wed 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<\/div><!-- .session -->\n<div class=\"session session_coffee-break no_workshops\">\n<h3>11:00 am - 11:30 am (Coffee break - morning - day 1)<\/h3><div class=\"description\"><p>Foyer, Sophia de Mello Bregner Andresen<\/p>\n<\/div><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_keynote\">\n<h3>11:30 am - 12:30 pm (Keynote)<\/h3><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2195\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Explainable performance evaluation in machine learning<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Prof. Peter Flach<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session keynote\">Wed 11:30 am - 12:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_lunch no_workshops\">\n<h3>1:00 pm - 2:30 pm (Lunch - buffet - day 1)<\/h3><div class=\"description\"><p>SALA VM - Vitorino nemesio<\/p>\n<\/div><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_parallel-sessions-afternoon-1\">\n<h3>2:30 pm - 5:30 pm (Parallel sessions - afternoon - day 1)<\/h3><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<div class=\"session session_actionable-explainable-ai\">\n<h3>[Actionable eXplainable AI]<\/h3><div class=\"description\"><p>Chair: Gr\u00e9goire Montavon<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2214\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Explainable Automated Anomaly Recognition in Failure Analysis: is Deep Learning Doing it Correctly?<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Leonardo Arrighi, Sylvio Barbon Jr., Felice Andrea Pellegrino, Michele Simonato, Marco Zullich<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session actionable-explainable-ai\">Wed 2:30 pm - 3:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2215\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">DExT: Detector Explanation Toolkit<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Deepan Chakravarthi Padmanabhan, Paul G., Pl\u00f6ger, Octavio Arriaga, Matias, Valdenegro-Toro<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session actionable-explainable-ai\">Wed 2:30 pm - 3:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2216\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Unveiling Black-boxes: Explainable Deep Learning Models for Patent Classification<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Md Shajalal, Sebastian Denef, Md. Rezaul Karim, Alexander Boden, Gunnar Stevens<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session actionable-explainable-ai\">Wed 2:30 pm - 3:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2217\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Propaganda Detection Robustness through Adversarial Attacks driven by eXplainable AI<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Danilo Cavaliere, Mariacristina Gallo, and Claudio Stanzione<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session actionable-explainable-ai\">Wed 2:30 pm - 3:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_xai-for-decision-making-human-ai-collaboration\">\n<h3>[xAI for decision-making &amp; human-AI collaboration - A]<\/h3><div class=\"description\"><p>Chair: Jasper van der Waa<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2172\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">PERFEX: Classifier Performance Explanations for Trustworthy AI Systems<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Erwin Walraven, Ajaya Adhikari, Cor J. Veenman<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-decision-making-human-ai-collaboration\">Wed 2:30 pm - 3:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2181\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Explaining Black-Boxes in Federated Learning<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Luca Corbucci, Riccardo Guidotti, Anna Monreale<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-decision-making-human-ai-collaboration\">Wed 2:30 pm - 3:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2186\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">The Duet of Representations and How Explanations Exacerbate It<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Charles Wan, Rodrigo Belo, Leid Zejnilovic, Susana Lavado<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-decision-making-human-ai-collaboration\">Wed 2:30 pm - 3:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2187\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Closing the Loop: Testing ChatGPT to Generate Model Explanations to Improve Human Labelling of Sponsored Content on Social Media<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Thales Bertaglia, Stefan Huber, Catalina Goanta, Gerasimos Spanakis, Adriana Iamnitchi<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-decision-making-human-ai-collaboration\">Wed 2:30 pm - 3:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_semantics-and-explainability\">\n<h3>[Semantics and explainability]<\/h3><div class=\"description\"><p>Chair: Christophe Labreuche<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2219\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">HOLMES: HOLonym-MEronym based Semantic inspection for Convolutional Image Classifiers<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Francesco Dibitonto, Fabio Garcea, Andr\u00e9 Panisson, Alan Perotti, Lia Morra<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session semantics-and-explainability\">Wed 3:30 pm - 4:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2220\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Alan Perotti, Simone Bertolotto, Eliana Pastor, Andr\u00e9 Panisson<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session semantics-and-explainability\">Wed 3:30 pm - 4:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2221\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Finding Spurious Correlations with Function-Semantic Contrast Analysis<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Kirill Bykov, Laura Kopf, Marina M.-C. H\u00f6hne<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session semantics-and-explainability\">Wed 3:30 pm - 4:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2222\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session semantics-and-explainability\">Wed 3:30 pm - 4:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_xai-for-decision-making-human-ai-collaboration-b\">\n<h3>[xAI for decision-making &amp; human-AI collaboration \u2013 B]<\/h3><div class=\"description\"><p>Chair: Jasper van der Waa<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2193\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Handling Missing Values in Local Post-hoc Explainability<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Martina Cinquini, Fosca Giannotti, Riccardo Guidotti, Andrea Mattei<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-decision-making-human-ai-collaboration-b\">Wed 3:30 pm - 4:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2189\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Necessary and Sufficient Explanations of Multi-Criteria Decision Aiding Models, with and without interacting Criteria<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Christophe Labreuche, Roman Bresson<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-decision-making-human-ai-collaboration-b\">Wed 3:30 pm - 4:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2192\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Human-Computer Interaction and Explainability: Intersection and Terminology<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Arthur Picard, Yazan Mualla, Franck, Gechter, Stephane Galland<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-decision-making-human-ai-collaboration-b\">Wed 3:30 pm - 4:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2194\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Explaining Deep Reinforcement Learning-based methods for control of building HVAC systems<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Javier Jim\u00e9nez-Raboso, Antonio Manjavacas, Alejandro, Campoy-Nieves, Miguel Molina-Solana, Juan G\u00f3mez-Romero<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-decision-making-human-ai-collaboration-b\">Wed 3:30 pm - 4:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_explainable-ai-in-finance-cybersecurity\">\n<h3>[Explainable AI in Finance &amp; cybersecurity]<\/h3><div class=\"description\"><p>Chair: Paolo Giudici<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2198\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Cost of Explainability in AI: an Example with Credit Scoring Models<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Jean Dessain, Nora Bentaleb, Fabien Vinas<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session explainable-ai-in-finance-cybersecurity\">Wed 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2199\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Explainable Machine Learning for Bag of Words-based Phishing Detection<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Maria Carla Calzarossa, Paolo Giudici, Rasha Zieni<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session explainable-ai-in-finance-cybersecurity\">Wed 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2200\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Lorenz Zonoids for Trustworthy AI<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Paolo Giudici, Emanuela Raffinetti<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session explainable-ai-in-finance-cybersecurity\">Wed 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2201\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Evaluating feature relevance XAI in network intrusion detection<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Julian Tritscher, Maximilian Wolf, Andreas Hotho, Daniel Schlor<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session explainable-ai-in-finance-cybersecurity\">Wed 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_xai-in-biomedicine\">\n<h3>[xAI in biomedicine]<\/h3><div class=\"description\"><p>Chairs: Avleen Malhi, Kary Fr\u00e4mling<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2223\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Evaluating explanations of an Alzheimer\u2019s Disease 18F-FDG Brain PET black-box classifier<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Lisa Anita De Santi, Filippo Bargagna, Maria Filomena Santarelli, Vincenzo Positano<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-in-biomedicine\">Wed 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2224\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">An Evaluation of Contextual Importance and Utility for Outcome Explanation of Black-box Predictions for medical datasets<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Avleen Malhi, Kary Framling<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-in-biomedicine\">Wed 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2225\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">The accuracy and faithfullness of AL-DLIME -Active Learning-based Deterministic Local Interpretable Model-Agnostic Explanations: a comparison with LIME and DLIME in Medicine<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Sarah Holm, Luis Macedo<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-in-biomedicine\">Wed 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2226\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Understanding Unsupervised Learning Explanations using Contextual Importance and Utility<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Avleen Malhi Vlad Apopei, Kary Framling<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-in-biomedicine\">Wed 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<\/div><!-- .session -->\n<\/div><!-- .conference_day -->\n<div class=\"conference_day day_20230727\">\n<h3>Thursday 27 Jul 2023<\/h3><div class=\"session session_registration-day-2 no_workshops\">\n<h3>8:00 am - 9:00 am (Registration - day 2)<\/h3><div class=\"description\"><p>Foyer, Sophia de Mello Bregner Andresen<\/p>\n<\/div><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_parallel-sessions-morning-day-2\">\n<h3>9:30 am - 11:00 am (Parallel sessions - morning A - day 2)<\/h3><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<div class=\"session session_causality-explainable-ai\">\n<h3>[Causality &amp; Explainable AI]<\/h3><div class=\"description\"><p>Chair: Tjitze Rienstra<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2227\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Explaining Model Behavior with Global Causal Analysis<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Marcel Robeer, Floris Bex, Ad Feelders, Henry Prakken<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session causality-explainable-ai\">Thu 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2228\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">The Importance of Time in Causal Algorithmic Recourse<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Isacco Beretta, Martina Cinquini<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session causality-explainable-ai\">Thu 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2229\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Counterfactual Explanations for Graph Classification Through the Lenses of Density<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Carlo Abrate, Giulia Preti, Francesco Bonchi<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session causality-explainable-ai\">Thu 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2230\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Ablation Path Saliency<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Justus Sagemuller, Olivier Verdier<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session causality-explainable-ai\">Thu 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2231\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">ABC-GAN: Spatially Constrained Counterfactual Generation for Image Classification Explanations<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Dimitry Mindlin, Malte Schilling, Philipp Cimiano<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session causality-explainable-ai\">Thu 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_human-centered-explanations-for-xai\">\n<h3>[Human-centered explanations for xAI]<\/h3><div class=\"description\"><p>Chair: Roberto Prevete<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2245\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Adding Why to What? Analyses of an Everyday Explanation<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Lutz Terfloth, Michael Schaffer, Heike M. Buhl, Carsten Schulte<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session human-centered-explanations-for-xai\">Thu 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2246\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Concept Distillation in Graph Neural Networks<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Lucie Charlotte Magister, Pietro Barbiero, Dmitry Kazhdan, Federico Siciliano, Gabriele Ciravegna, Fabrizio Silvestri, Mateja, Jamnik, Pietro Lio<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session human-centered-explanations-for-xai\">Thu 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2247\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">For Better or Worse: The Impact of Counterfactual Explanations\u2019 Directionality on User Behavior in xAI<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Ulrike Kuhl, Andre Artelt, Barbara Hammer<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session human-centered-explanations-for-xai\">Thu 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2248\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Towards a Comprehensive Human-Centred Evaluation Framework for Explainable AI<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Ivania Donoso-Guzman, Jeroen Ooge, Denis Parra, Katrien Verbert<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session human-centered-explanations-for-xai\">Thu 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2249\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Development of a human-centred psychometric test for the evaluation of explanations produced by XAI methods<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Giulia Vilone, Luca Longo<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session human-centered-explanations-for-xai\">Thu 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<\/div><!-- .session -->\n<div class=\"session session_coffee-break-morning-day-1 no_workshops\">\n<h3>11:00 am - 11:30 am (POSTER LATE-BREAKING WORKS + coffee break - morning - day 2)<\/h3><div class=\"description\"><p>Foyer, Sophia de Mello Bregner Andresen<\/p>\n<\/div><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_parallel-sessions-morning-b-day-2\">\n<h3>11:30 am - 1:00 pm (Parallel sessions - morning B - day 2)<\/h3><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<div class=\"session session_xai-and-natural-language-processing\">\n<h3>[xAI and Natural Language Processing]<\/h3><div class=\"description\"><p>Chair: Guidotti Riccardo<\/p>\n<\/div><div class=\"workshops\">\n\n<div class=\"workshop conf_block theme_vianna-da-motta-sala-16\" data-workshopID=\"2232\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Evaluating self-attention interpretability through human-grounded experimental protocol<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Milan Bhan, Nina Achache, Victor Legrand, Annabelle Blangero, Nicolas Chesneau<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-and-natural-language-processing\">Thu 11:30 am - 1:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop conf_block theme_vianna-da-motta-sala-16\" data-workshopID=\"2233\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kuhnberger<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-and-natural-language-processing\">Thu 11:30 am - 1:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop conf_block theme_vianna-da-motta-sala-16\" data-workshopID=\"2234\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">From Black Boxes to Conversations: Incorporating XAI in a Conversational Agent<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Van Bach Nguyen, J\u00f6rg Schl\u00f6tterer, Christin Seifert<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-and-natural-language-processing\">Thu 11:30 am - 1:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop conf_block theme_vianna-da-motta-sala-16\" data-workshopID=\"2235\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Toward Inclusive Online Environments: Counterfactual-Inspired XAI for Detecting and Interpreting Hateful and Offensive Tweets<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Muhammad Deedahwar Mazhar Qureshi, M. Atif Qureshi, Wael Rashwan<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-and-natural-language-processing\">Thu 11:30 am - 1:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop conf_block theme_vianna-da-motta-sala-16\" data-workshopID=\"2236\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Understanding Interpretability: Explainable AI Approaches for Hate Speech Classifiers<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Sargam Yadav, Abhishek Kaushik, Kevin McDaid3<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-and-natural-language-processing\">Thu 11:30 am - 1:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_xai-for-machine-learning-on-graphs-with-ontologies-graph-neural-networks\">\n<h3>[xAI for Machine Learning on Graphs with Ontologies &amp; Graph Neural Networks]<\/h3><div class=\"description\"><p>Chair: Alan Perotti<\/p>\n<\/div><div class=\"workshops\">\n\n<div class=\"workshop conf_block theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2250\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">XInsight: Revealing Model Insights for GNNs with Flow-based Explanations<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Eli Laird, Ayesh Madushanka, Elfi Kraka, Corey Clark<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-machine-learning-on-graphs-with-ontologies-graph-neural-networks\">Thu 11:30 am - 1:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop conf_block theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2251\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">What Will Make Misinformation Spread: An XAI Perspective<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Hongbo Bo, Yiwen Wu, Zinuo You, Ryan McConville, Jun Hong, Weiru Liu<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-machine-learning-on-graphs-with-ontologies-graph-neural-networks\">Thu 11:30 am - 1:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop conf_block theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2252\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">MEGAN: Multi-Explanation Graph Attention Network<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Jonas Teufel, Luca Torresi, Patrick, Reiser, Pascal Friederich<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-machine-learning-on-graphs-with-ontologies-graph-neural-networks\">Thu 11:30 am - 1:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop conf_block theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2253\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Quantifying the Intrinsic Usefulness of Attributional Explanations for Graph Neural Networks with Artificial Simulatability Studies<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Jonas Teufel, Luca Torresi, Pascal Friederich<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-machine-learning-on-graphs-with-ontologies-graph-neural-networks\">Thu 11:30 am - 1:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop conf_block theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2254\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Evaluating Link Prediction Explanations for Graph Neural Networks<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Claudio Borile, Alan Perotti, and Andre Panisson<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-machine-learning-on-graphs-with-ontologies-graph-neural-networks\">Thu 11:30 am - 1:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<\/div><!-- .session -->\n<div class=\"session session_poster-session-stand-up-lunch no_workshops\">\n<h3>1:00 pm - 2:30 pm (Stand-up Lunch - day 2)<\/h3><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<p class=\"no_workshops\">No workshops in this session.<\/p>\n<\/div><!-- .session -->\n<div class=\"session session_parallel-session-afternoon-a-day-2\">\n<h3>2:30 pm - 4:30 pm (Parallel sessions - afternoon - day 2)<\/h3><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<div class=\"session session_explanations-for-advice-giving-systems\">\n<h3>[Explanations for Advice-Giving Systems]<\/h3><div class=\"description\"><p>Chair: Francesco Barile<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2255\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Explaining Socio-demographic and Behavioral Patterns of Vaccination against the Swine Flu(H1N1) Pandemic<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Clara Punzi, Aleksandra Maslennikova, Gizem Gezici, Roberto, Pellungrini, Fosca Giannotti<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session explanations-for-advice-giving-systems\">Thu 2:30 pm - 3:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2256\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Explaining Search Result Stances to Opinionated People<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Zhangyi Wu, Tim Draws, Federico Cau, Francesco Barile, Alisa Rieger, and Nava Tintarev<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session explanations-for-advice-giving-systems\">Thu 2:30 pm - 3:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2257\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">A Co-design Study for Multi-Stakeholder Job Recommender System Explanations<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Roan Schellingerhout, Francesco Barile and Nava Tintarev<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session explanations-for-advice-giving-systems\">Thu 2:30 pm - 3:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2258\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Semantic Meaningfulness: Evaluating Counterfactual Approaches for Real-World Plausibility and Feasibility<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Jacqueline Hollig, Aniek F. Markus, Jef de Slegte, Prachi Bagave<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session explanations-for-advice-giving-systems\">Thu 2:30 pm - 3:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_xai-for-trustworthy-and-responsible-ai\">\n<h3>[xAI for Trustworthy and Responsible AI]<\/h3><div class=\"description\"><p>Chair: Rocio Gonzalez Diaz<\/p>\n<\/div><div class=\"workshops\">\n\n<div class=\"workshop conf_block theme_vianna-da-motta-sala-16\" data-workshopID=\"2237\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Weighted Mutual Information for Out-Of-Distribution Detection<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Giacomo De Bernardi, Sara Narteni, Enrico, Cambiaso, Marco Muselli, Maurizio Mongelli1<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-trustworthy-and-responsible-ai\">Thu 2:30 pm - 3:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop conf_block theme_vianna-da-motta-sala-16\" data-workshopID=\"2238\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Leveraging Group Contrastive Explanations for Handling Fairness<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Alessandro Castelnovo, Nicole Inverardi, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-trustworthy-and-responsible-ai\">Thu 2:30 pm - 3:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop conf_block theme_vianna-da-motta-sala-16\" data-workshopID=\"2239\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">LUCID\u2013GAN: Conditional Generative Models to Locate Unfairness<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Andres Algaba, Carmen Mazijn, Carina Prunkl, Jan Danckaert, Vincent Ginis<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-trustworthy-and-responsible-ai\">Thu 2:30 pm - 3:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop conf_block theme_vianna-da-motta-sala-16\" data-workshopID=\"2240\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">The Importance of Distrust in AI<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Tobias M. Peters, Roel W. Visser<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-trustworthy-and-responsible-ai\">Thu 2:30 pm - 3:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_explainable-interpretable-ai-with-argumentation\">\n<h3>[Explainable &amp; Interpretable AI with Argumentation and reasoning]<\/h3><div class=\"description\"><p>Chair: Lucas Rizzo<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2241\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Integrating GPT-technologies with Decision Models for Explainability<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Alexandre Goossens , Jan Vanthienen<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session explainable-interpretable-ai-with-argumentation\">Thu 3:30 pm - 4:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2242\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Explainable Machine Learning via Argumentation<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Nicoletta Prentzas, Constantinos Pattichis. Antonis Kakas<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session explainable-interpretable-ai-with-argumentation\">Thu 3:30 pm - 4:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2243\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">A novel structured argumentation framework for improved explainability of classification tasks<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Lucas Rizzo<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session explainable-interpretable-ai-with-argumentation\">Thu 3:30 pm - 4:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2244\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Hardness of Deceptive Certificate Selection<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Stephan Waldchen<\/span><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session explainable-interpretable-ai-with-argumentation\">Thu 3:30 pm - 4:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_xai-in-health-care\">\n<h3>[XAI in health-care]<\/h3><div class=\"description\"><p>Chair: Ruairi O' Reilly<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2259\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">An Interactive XAI Interface with Application in Healthcare for Non-experts<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Jingyu Hu, Yizhu Liang, Weiyu Zhao, Kevin McAreavey, and Weiru Liu<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-in-health-care\">Thu 3:30 pm - 4:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2260\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Federated Learning of Explainable Artificial Intelligence Models for Predicting Parkinson\u2019s Disease Progression<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Jose Luis Corcuera Barcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, and Fabrizio Ruffini<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-in-health-care\">Thu 3:30 pm - 4:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2261\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Color Shadows 2: Assessing the Impact of XAI on Diagnostic Decision-Making<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Chiara Natali, Lorenzo Famiglini, Andrea Campagner, Giovanni Andrea La Maida, Enrico Gallazzi, and Federico Cabitza<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-in-health-care\">Thu 3:30 pm - 4:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2262\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Selecting textural characteristics of chest X-Rays for pneumonia lesions classification with the integrated gradients XAI attribution method<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Oleksandr Davydko, Vladimir Pavlov, and Luca Longo<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-in-health-care\">Thu 3:30 pm - 4:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<\/div><!-- .session -->\n<\/div><!-- .conference_day -->\n<div class=\"conference_day day_20230728\">\n<h3>Friday 28 Jul 2023<\/h3><div class=\"session session_registration-day-3 no_workshops\">\n<h3>8:00 am - 9:00 am (registration - day 3)<\/h3><div class=\"description\"><p>Foyer, Sophia de Mello Bregner Andresen<\/p>\n<\/div><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_parallel-sessions-morning-day-3\">\n<h3>9:30 am - 11:00 am (Parallel sessions - morning - day 3)<\/h3><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<div class=\"session session_doctoral-consortium-a\">\n<h3>(Doctoral Consortium A)<\/h3><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2263\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Demystifying research hypothesis<\/h4>\n  <p class=\"quick_info\"><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session doctoral-consortium-a\">Fri 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2334\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Supervised activity on personalising a research hypothesis<\/h4>\n  <p class=\"quick_info\"><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session doctoral-consortium-a\">Fri 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_approaches-and-strategies-for-xai\">\n<h3>[Approaches and strategies for xAI]<\/h3><div class=\"description\"><p>Chair: Alessandro Renda<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2264\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">The Xi method: unlocking the mysteries of regression with Statistics<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Valentina Ghidini<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session approaches-and-strategies-for-xai\">Fri 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2265\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Do intermediate feature coalitions aid explainability of black-box models?<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Minal Suresh Patil, Kary Framling<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session approaches-and-strategies-for-xai\">Fri 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2266\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Strategies to exploit XAI to improve classification systems<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Andrea Apicella, Luca Di Lorenzo, Francesco, Isgro, Andrea Pollastro, Roberto Prevete<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session approaches-and-strategies-for-xai\">Fri 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2267\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Unfooling SHAP and SAGE: Knockoff Imputation for Shapley Values<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Kristin Blesch, Marvin N., Wright, David Watson<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session approaches-and-strategies-for-xai\">Fri 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2268\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Beyond Prediction Similarity: ShapGAP for Evaluating Faithful Surrogate Models in XAI<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Ettore Mariotti, Adarsa Sivaprasad, Jose Maria Alonso Moral<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session approaches-and-strategies-for-xai\">Fri 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_methods-and-techniques-for-xai\">\n<h3>[Methods and techniques for xAI]<\/h3><div class=\"description\"><p>Chair: Sibylle Sager<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2276\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Relating the Partial Dependence Plot and Permutation Feature Importance to the Data Generating Process<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Christoph Molnar, Timo Freiesleben, Gunnar Konig, Julia Herbinger, Tim Reisinger, Giuseppe Casalicchio, Marvin N. Wright, Bernd Bischl<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session methods-and-techniques-for-xai\">Fri 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2277\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Sanity Checks for Saliency Methods Explaining Object Detectors<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Deepan Chakravarthi Padmanabhan, Paul G. Pl\u00f6ger, Octavio Arriaga, Matias, Valdenegro-Toro<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session methods-and-techniques-for-xai\">Fri 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2278\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">The Co-12 Recipe for Evaluating Interpretable Part-Prototype Image Classifiers<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Meike Nauta, Christin Seifert<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session methods-and-techniques-for-xai\">Fri 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2279\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">IxDRL: A Novel Explainable Deep Reinforcement Learning Toolkit based on Analyses of Interestingness<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Pedro Sequeira, Melinda Gervasio<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session methods-and-techniques-for-xai\">Fri 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2280\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Reason to explain: Interactive contrastive explanations (REASONX)<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Laura State, Salvatore Ruggieri, Franco Turini<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session methods-and-techniques-for-xai\">Fri 9:30 am - 11:00 am<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<\/div><!-- .session -->\n<div class=\"session session_coffee-break-morning-day-3 no_workshops\">\n<h3>11:00 am - 11:30 am (coffee break - morning - day 3)<\/h3><div class=\"description\"><p>Foyer, Sophia de Mello Bregner Andresen<\/p>\n<\/div><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_panel-explainable-artificial-intelligence-definitions-boundaries-impacts-and-challenges no_workshops\">\n<h3>11:30 am - 1:00 pm (PANEL - eXplainable Artificial Intelligence: definitions, boundaries, impacts and challenges)<\/h3><div class=\"description\"><p>xaiworldconference.com\/panel-discussion\/<\/p>\n<\/div><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_free-time-around no_workshops\">\n<h3>1:00 pm - 3:00 pm (FREE TIME around)<\/h3><div class=\"description\"><p>Attendees can have a longer break and explore the \"Padr\u00e3o dos Descobrimentos\" and the \"Belem Tower\" on the beautiful Tagus River just in front of the conference venue.<\/p>\n<p>https:\/\/en.wikipedia.org\/wiki\/Padrao_dos_Descobrimentos<br \/>\nhttps:\/\/en.wikipedia.org\/wiki\/Belem_Tower<\/p>\n<\/div><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_parallel-sessions-afternoon-a-day-3\">\n<h3>3:00 pm - 4:00 pm (Parallel sessions - afternoon A - day 3)<\/h3><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<div class=\"session session_doctoral-consortium-b\">\n<h3>(Doctoral Consortium B)<\/h3><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2329\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">The research aims and objectives<\/h4>\n  <p class=\"quick_info\"><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session doctoral-consortium-b\">Fri 3:00 pm - 4:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_representational-learning-and-concept-extraction-for-xai\">\n<h3>[Representational Learning and concept extraction for xAI]<\/h3><div class=\"description\"><p>Chair: Pietro Ducange<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2281\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">An Exploration of the Latent Space of a Convolutional Variational Autoencoder for theGeneration of Musical Instrument Tones<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Anastasia Natsiou, Sean O\u2019Leary, and Luca Longo<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session representational-learning-and-concept-extraction-for-xai\">Fri 3:00 pm - 4:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2282\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Improving local fidelity of LIME by CVAE<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Daisuke Yasui, Hirosh Sato, Masao Kubo<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session representational-learning-and-concept-extraction-for-xai\">Fri 3:00 pm - 4:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2283\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Outcome-Guided Counterfactuals from a Jointly Trained Generative Latent Space<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Eric Yeh, Pedro Sequeira, Jesse Hostetler, Melinda Gervasio<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session representational-learning-and-concept-extraction-for-xai\">Fri 3:00 pm - 4:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2284\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Scalable Concept Extraction in Industry 4.0<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Andres Felipe Posada-Moreno, Kai Muller, Florian Brillowski, Friedrich Solowjow, Thomas Gries, Sebastian Trimpe<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session representational-learning-and-concept-extraction-for-xai\">Fri 3:00 pm - 4:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_xai-for-time-series\">\n<h3>[xAI for time series]<\/h3><div class=\"description\"><p>Chair: Jens Lundstr\u00f6m<\/p>\n<\/div><div class=\"workshops\">\n\n<div class=\"workshop conf_block theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2269\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">State Graph Based Explanation Approach for Black-box Time Series Model<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Yiran Huang, Chaofan Li, Hansen Lu, Till Riedel, Michael Beigl<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-time-series\">Fri 3:00 pm - 4:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop conf_block theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2270\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">A Deep Dive into Perturbationsas Evaluation Technique for Time Series XAI<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Udo Schlegel, Daniel A. Keim<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-time-series\">Fri 3:00 pm - 4:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop conf_block theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2271\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Causal-based Spatio-Temporal Graph Neural Networks for Industrial Internet of Things Multivariate Time Series Forecasting<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Amir Miraki, Austeja Dapkute, Vytautas Siozinys, Martynas Jonaitis, Reza Arghandeh<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-time-series\">Fri 3:00 pm - 4:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop conf_block theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2272\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Investigating the effect of pre-processing methods on model decision-making in EEG-based person identification<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Carlos G\u00f3mez Tapia, Bojan Bozic, Luca Longo<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session xai-for-time-series\">Fri 3:00 pm - 4:00 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<\/div><!-- .session -->\n<div class=\"session session_coffee-break-afternoon-day-3 no_workshops\">\n<h3>4:00 pm - 4:30 pm (coffee break - afternoon - day 3)<\/h3><div class=\"description\"><p>Foyer, Sophia de Mello Bregner Andresen<\/p>\n<\/div><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_parallel-sessions-afternoon-b-day-3\">\n<h3>4:30 pm - 5:30 pm (Parallel sessions - afternoon B - day 3)<\/h3><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<div class=\"session session_doctoral-consortium-c\">\n<h3>(Doctoral Consortium C)<\/h3><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2332\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Boundaries of research: scope, assumptions, limitations and delimitations<\/h4>\n  <p class=\"quick_info\"><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session doctoral-consortium-c\">Fri 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_vianna-da-motta-sala-16\" data-workshopID=\"2333\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Questions &amp; answers with professors &amp; post-docs<\/h4>\n  <p class=\"quick_info\"><span class=\"location\">Vianna da Motta<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session doctoral-consortium-c\">Fri 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_vianna-da-motta-sala-16\">Vianna da Motta (SALA 16)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_applications-for-xai\">\n<h3>[Applications for xAI]<\/h3><div class=\"description\"><p>Chair: Giulia Vilone<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2273\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Explainability in Practice: Estimating Electrification Rates from Mobile Phone Data in Senegal<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Laura State, Hadrien Salat, Stefania Rubrichi, Zbigniew Smoreda<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session applications-for-xai\">Fri 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2274\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">A Novel Architecture for Robust Explainable AI Approaches in Critical Object Detection Scenarios Based on Bayesian Neural Networks<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Daniel Gierse, Felix Neuburger, Thomas Kopinski1<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session applications-for-xai\">Fri 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2275\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Is LIME appropriate to explain polypharmacy prediction model ?<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Lynda Dib, Richard Khoury<\/span><span class=\"location\">Sophia de Mello Bregner Andresen Teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session applications-for-xai\">Fri 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_sophia-de-mello-bregner-andresen-teather-sala-7\" data-workshopID=\"2286\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Compare-xAI: Toward Unifying Functional Testing Methods for Post-hoc XAI Algorithms into a Multi-dimensional Benchmark<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Mohamed Karim Belaid, Richard Bornemann, Maximilian Rabus, Ralf Krestel, Eyke Hu\u0308llermeier<\/span><span class=\"location\">Sophia de Mello Bregner Andresen teather<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session applications-for-xai\">Fri 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_sophia-de-mello-bregner-andresen-teather-sala-7\">Sophia de Mello Bregner Andresen teather (SALA 7)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<div class=\"session session_surveys-benchmarks-and-visual-representations-for-xai\">\n<h3>[Surveys, benchmarks and visual representations for xAI]<\/h3><div class=\"description\"><p>Chair: Weiru Liu<\/p>\n<\/div><div class=\"workshops\">\n<div class=\"workshop_group conf_block\">\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2285\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Natural Example-Based Explainability: a Survey<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Antonin Poche, Lucas Hervier, Mohamed-Chafik Bakkay<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session surveys-benchmarks-and-visual-representations-for-xai\">Fri 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2287\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Towards the Visualization of Aggregated Class Activation Maps to Analyse the Global Contribution of Class Features<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Igor Cheperanov, David Sessler, Alex Ulmer, Hendrik Lu\u0308cke-Tieke, J\u00f6rn Kohlhammer<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session surveys-benchmarks-and-visual-representations-for-xai\">Fri 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2288\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Contrastive Visual Explanations for Reinforcement Learning via Counterfactual Rewards<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Xiaowei Liu, Kevin McAreavey, Weiru Liu<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session surveys-benchmarks-and-visual-representations-for-xai\">Fri 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n\n<div class=\"workshop  theme_maria-helena-vieira-da-silva-sala-9\" data-workshopID=\"2312\">\n  <div class=\"favorite\" title=\"Pick this workshop\">\r\n        <svg><use xlink:href=\"#fav-star\"><\/use><\/svg>\r\n      <\/div>  <h4 class=\"title\">Explainable Artificial Intelligence in Education: A Comprehensive Review<\/h4>\n  <p class=\"quick_info\"><span class=\"presenter\">Blerta Abazi Chaushi, Besnik Selimi, Agron Chaushi, Marika Apostolova<\/span><span class=\"location\">Maria Helena Vieira da Silva<\/span><\/p>\n  <div class=\"details\">\n    <div class=\"description\"><\/div>\n        <div class=\"bio\"><\/div>\n      <\/div>\n  <div class=\"data\">\n    <span class=\"session surveys-benchmarks-and-visual-representations-for-xai\">Fri 4:30 pm - 5:30 pm<\/span>        <div class=\"themes\"><span class=\"theme theme_maria-helena-vieira-da-silva-sala-9\">Maria Helena Vieira da Silva (SALA 9)<\/span><\/div>      <\/div>\n  <\/div>\n<\/div><\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<\/div><!-- .session -->\n<div class=\"session session_gala-dinner no_workshops\">\n<h3>7:30 pm - 10:00 pm (GALA DINNER - Conference closing + AWARDS)<\/h3><div class=\"description\"><p>SALA VM - Vitorino nemesio<\/p>\n<\/div><div class=\"workshops\">\n<\/div> <!-- .workshops -->\n<\/div><!-- .session -->\n<\/div><!-- .conference_day -->\n<\/div><!-- .conf_scheduler -->\n\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-small-font-size\"><em>*note the order of articles might slightly change over time<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>*note the order of articles might slightly change over time<\/p>\n","protected":false},"author":1,"featured_media":942,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_eb_attr":"","footnotes":""},"class_list":["post-33","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/xaiworldconference.com\/2023\/wp-json\/wp\/v2\/pages\/33","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/xaiworldconference.com\/2023\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/xaiworldconference.com\/2023\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/xaiworldconference.com\/2023\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/xaiworldconference.com\/2023\/wp-json\/wp\/v2\/comments?post=33"}],"version-history":[{"count":13,"href":"https:\/\/xaiworldconference.com\/2023\/wp-json\/wp\/v2\/pages\/33\/revisions"}],"predecessor-version":[{"id":2412,"href":"https:\/\/xaiworldconference.com\/2023\/wp-json\/wp\/v2\/pages\/33\/revisions\/2412"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/xaiworldconference.com\/2023\/wp-json\/wp\/v2\/media\/942"}],"wp:attachment":[{"href":"https:\/\/xaiworldconference.com\/2023\/wp-json\/wp\/v2\/media?parent=33"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}