14:30-14:45
Brigt Havardstun, Félix Martí-Pérez, Cesar Ferri and Jan Arne Telle
Evaluating Simplification Algorithms for Interpretability of Time Series Classification
14:45-15:00Ephrem Tibebe Mekonnen, Luca Longo, Lucas Rizzo and Pierpaolo DondioL2GTX: From Local to Global Time Series Explanations
15:00-15:15Udo Schlegel and Thomas SeidlWhat-If Explanations Over Time: Counterfactuals for Time Series Classification
15:15-15:30Matilde Silva, André Carreiro, Leander Weber and Duarte FolgadoSemantic Concept-Augmented Learning and Post-Hoc Analysis for Time Series Classification
15:30:15:45Bruna Zamith Santos, Maira Farias Andrade Lira, Ricardo Cerri and Ricardo Bastos Cavalcante PrudêncioTSCFEval: A Model-Agnostic Framework for Evaluating Time Series Classification Counterfactuals
15:45:16:00Paolo Giudici, Alla Petukhina and Alessandro PiergalliniSAFE Machine Learning for Financial Time Series

Event Timeslots (1)

CAELIUS
-
CHAIR: Nils Gumpfer