2 papers
cs.DB2026
Know Your Streams: On the Conceptualization, Characterization, and Generation of Intentional Event Streams
Andrea Maldonado, Christian Imenkamp, Hendrik Reiter +4
The shift toward IoT-enabled, sensor-driven systems has transformed how operational data is generated, favoring continuous, real-time event streams (ES) over static event logs. Thi…
cs.LG2026
What-If Explanations Over Time: Counterfactuals for Time Series Classification
Udo Schlegel, Thomas Seidl
Counterfactual explanations emerge as a powerful approach in explainable AI, providing what-if scenarios that reveal how minimal changes to an input time series can alter the model…