ECATS: Explainable-by-Design Concept-Based Anomaly Detection for Time Series. - Irene Ferfoglia; Gaia Saveri; Laura Nenzi; Luca Bortolussi (NeSy (2), 2024)

Towards Interpretable Concept Learning over Time Series via Temporal Logic Semantics. - Irene Ferfoglia; Simone Silvetti; Gaia Saveri; Laura Nenzi; Luca Bortolussi (CoRR, 2025)