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* Marek Sikora, Silesian University of Technology, Poland | * Marek Sikora, Silesian University of Technology, Poland | ||
* Nirmalie Wiratunga, Robert Gordon University, UK | * 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:// | ||
+ | * 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 ===== | ===== 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:// | 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. | ||