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| ixait:start [2025/03/22 14:39] – [Important Dates] gjn | ixait:start [2025/09/03 12:04] (current) – [Workshop program] gjn | ||
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| ====== Interactive eXplainable AI - Theory and Practice (IXAIT 2025) ====== | ====== Interactive eXplainable AI - Theory and Practice (IXAIT 2025) ====== | ||
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| + | ** Workshop homepage: [[http:// | ||
| IXAIT Workshop will take place during the [[https:// | IXAIT Workshop will take place during the [[https:// | ||
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| ===== Chairs ===== | ===== Chairs ===== | ||
| **Grzegorz J. Nalepa**, Jagiellonian University, Poland and Halmstad University, Sweden\\ | **Grzegorz J. Nalepa**, Jagiellonian University, Poland and Halmstad University, Sweden\\ | ||
| - | **Martin Atzmueller**, | + | **Martin Atzmueller**, |
| **Kerstin Bach**, Norwegian University of Science and Technology (NTNU), Norwegian Research Center for AI Innovation (NorwAI), Norway\\ | **Kerstin Bach**, Norwegian University of Science and Technology (NTNU), Norwegian Research Center for AI Innovation (NorwAI), Norway\\ | ||
| **Ann Nowe**, Vrije Universiteit Brussel, Belgium\\ | **Ann Nowe**, Vrije Universiteit Brussel, Belgium\\ | ||
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| ===== Program Committee (tentative) ===== | ===== Program Committee (tentative) ===== | ||
| - | //TBC// | + | * Hendrik Baier, Eindhoven University of Technology, The Netherlands |
| + | * Przemyslaw Biecek, Warsaw University of Technology, Poland | ||
| + | * David Camacho, Universidad Politecnica de Madrid, Spain | ||
| + | * Peter Flach, University of Bristol, UK | ||
| + | * Rushed Kanawati, Université Sorbonne Paris Nord, France | ||
| + | * Joao Gama, University of Porto, Portugal | ||
| + | * Eyke Hüllermeier, | ||
| + | * Barbara Hammer, Bielefeld University, Germany | ||
| + | * Tim Miller, The University of Queensland, Australia | ||
| + | * Slawomir Nowaczyk, Halmstad University, Sweden | ||
| + | * Ute Schmid, University of Bamberg, Germany | ||
| + | * Carles Sierra, Artificial Intelligence Research Institute, Spain | ||
| + | * Marek Sikora, Silesian University of Technology, Poland | ||
| + | * Nirmalie Wiratunga, Robert Gordon University, UK | ||
| + | |||
| + | ===== Workshop program ===== | ||
| + | Friday 19.09.2025 | ||
| + | |||
| + | * 9:15 - 9:30 Introduction | ||
| + | * 9:30 - 10:00 Can SHAP-based explanations differentiate between concept drift and scale drift in computer networks data?, Marek Pawlicki et. al | ||
| + | * 10:00 - 10:30 Aligning AI Explanations with User Needs: A Qualitative Study of XAI Methods, Ivania Donoso-Guzmán et. al | ||
| + | * 10:30 - 11:00 Coffee break | ||
| + | * 11:00 - 12:00 Keynote lecture: [[http://www.ml-and-vis.org|Andreas Theissler]]: | ||
| + | * 12:00 - 12:30 SepsisVision: | ||
| + | * 12:00 - 13:00 Explainable Visual Anomaly Detection with Multimodal Models and Metadata-Augmented Prompts, Natalia Wojak-Strzelecka et. al | ||
| + | |||
| ===== Call for Papers ===== | ===== Call for Papers ===== | ||
| - | // | + | {{ : |
| ===== Important Dates ===== | ===== Important Dates ===== | ||
| - | Paper submission: 2025-06-14\\ | + | Paper submission: |
| Author notification: | Author notification: | ||
| - | Registration: | + | Registration: |
| Camera Ready Copy: 2025-07-28\\ | Camera Ready Copy: 2025-07-28\\ | ||
| - | Workshop: 2025-09-09 or 2025-09-13 | + | Workshop: 2025-09-19 (Friday morning)\\ |
| + | |||
| + | ===== Submission ===== | ||
| + | We are considering three categories of contributions: | ||
| + | All contributions will be orally presented during the workshop. | ||
| + | |||
| + | The paper template to be used | ||
| + | [[https:// | ||
| + | Please submit through the ECML-PKDD CMT: [[https:// | ||
| + | The Workshops and Tutorials will be included in a joint Post-Workshop proceeding published by Springer Communications in Computer and Information Science, in 1-2 volumes, organized by focused scope. Papers authors will have the faculty opt-in or opt-out. We suggest that workshop papers be prepared and submitted in the LNCS format. | ||