{"id":4886,"date":"2024-04-30T12:16:50","date_gmt":"2024-04-30T12:16:50","guid":{"rendered":"https:\/\/xaiworldconference.com\/2024\/?post_type=mp-event&#038;p=4886"},"modified":"2025-06-13T15:57:49","modified_gmt":"2025-06-13T15:57:49","slug":"s-17-a-4","status":"publish","type":"mp-event","link":"https:\/\/xaiworldconference.com\/2025\/timetable\/event\/s-17-a-4\/","title":{"rendered":"Features Importance-based XAI"},"content":{"rendered":"\n<figure class=\"wp-block-table is-style-stripes has-small-font-size\"><table class=\"has-fixed-layout\"><thead><tr><th>Time<\/th><th>Authors<\/th><th>Title<\/th><\/tr><\/thead><tbody><tr><td>11:30:11:45<\/td><td>Patrick Kolpaczki, Tim Nielen and Eyke H\u00fcllermeier<\/td><td>Antithetic Sampling for Top-k Shapley Identification<\/td><\/tr><tr><td>11:45-12:00<\/td><td>Br\u00edgida Teixeira, Tiago Pinto and Zita Vale<\/td><td>Detecting Concept Drift with SHapley Additive exPlanations for Intelligent Model Retraining in Energy Generation Forecasting<\/td><\/tr><tr><td>12:00-12:15<\/td><td>Yiwei Shi and Weiru Liu<\/td><td>Counterfactual Shapley Values for Explaining Reinforcement Learning<\/td><\/tr><tr><td>12:15-12:30<\/td><td>Lars Henry Berge Olsen and Martin Jullum<\/td><td>Improving the Weighting Strategy in KernelSHAP<\/td><\/tr><tr><td>12:30-12:45<\/td><td>Luan Ademi, Maximilian Noppel and Christian Wressnegger<\/td><td>POMELO: Black-Box Feature Attribution with Full-Input, In-Distribution Perturbations<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Time Authors Title 11:30:11:45 Patrick Kolpaczki, Tim Nielen and Eyke H\u00fcllermeier Antithetic Sampling for Top-k Shapley Identification 11:45-12:00 Br\u00edgida Teixeira, Tiago Pinto and Zita Vale Detecting Concept Drift with SHapley Additive exPlanations for Intelligent Model Retraining in Energy Generation Forecasting 12:00-12:15 Yiwei Shi and Weiru Liu Counterfactual Shapley Values for Explaining Reinforcement Learning 12:15-12:30 Lars &hellip; <\/p>\n","protected":false},"author":2,"featured_media":0,"menu_order":0,"template":"","mp-event_category":[],"mp-event_tag":[],"class_list":["post-4886","mp-event","type-mp-event","status-publish","hentry","mp-event-item"],"_links":{"self":[{"href":"https:\/\/xaiworldconference.com\/2025\/wp-json\/wp\/v2\/mp-event\/4886","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/xaiworldconference.com\/2025\/wp-json\/wp\/v2\/mp-event"}],"about":[{"href":"https:\/\/xaiworldconference.com\/2025\/wp-json\/wp\/v2\/types\/mp-event"}],"author":[{"embeddable":true,"href":"https:\/\/xaiworldconference.com\/2025\/wp-json\/wp\/v2\/users\/2"}],"wp:attachment":[{"href":"https:\/\/xaiworldconference.com\/2025\/wp-json\/wp\/v2\/media?parent=4886"}],"wp:term":[{"taxonomy":"mp-event_category","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2025\/wp-json\/wp\/v2\/mp-event_category?post=4886"},{"taxonomy":"mp-event_tag","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2025\/wp-json\/wp\/v2\/mp-event_tag?post=4886"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}