Francesco Spinnato

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Receptive Fields

Multivariate Time Series

Top Venues

Publications

Andrea Cossu, Francesco Spinnato, Riccardo Guidotti, Davide Bacciu
Drifting explanations in continual learning. Neurocomputing 597 (2024)
Francesco Spinnato, Riccardo Guidotti, Anna Monreale, Mirco Nanni, Dino Pedreschi, Fosca Giannotti
Understanding Any Time Series Classifier with a Subsequence-based Explainer. ACM Trans. Knowl. Discov. Data 18 (2) (2024)
Francesco Spinnato, Riccardo Guidotti, Anna Monreale, Mirco Nanni
A Bag of Receptive Fields for Time Series Extrinsic Predictions. CoRR (2023)
Angelica Liguori, Luciano Caroprese, Marco Minici, Bruno Veloso, Francesco Spinnato, Mirco Nanni, Giuseppe Manco, João Gama
Modeling Events and Interactions through Temporal Processes - A Survey. CoRR (2023)
Andrea Cossu, Francesco Spinnato, Riccardo Guidotti, Davide Bacciu
A Protocol for Continual Explanation of SHAP. CoRR (2023)
Mattia Poggioli, Francesco Spinnato, Riccardo Guidotti
Text to Time Series Representations: Towards Interpretable Predictive Models. DS (2023)
Cristiano Landi, Francesco Spinnato, Riccardo Guidotti, Anna Monreale, Mirco Nanni
Geolet: An Interpretable Model for Trajectory Classification. IDA (2023)
Francesco Spinnato, Riccardo Guidotti, Anna Monreale
An Explanation that LASTS: Understanding Any Time Series Classifier. ERCIM News 2023 (134) (2023)
Andrea Cossu, Francesco Spinnato, Riccardo Guidotti, Davide Bacciu
A Protocol for Continual Explanation of SHAP. ESANN (2023)
Francesco Spinnato, Riccardo Guidotti, Mirco Nanni, Daniele Maccagnola, Giulia Paciello, Antonio Bencini Farina
Explaining Crash Predictions on Multivariate Time Series Data. DS (2022)
Andreas Theissler, Francesco Spinnato, Udo Schlegel, Riccardo Guidotti
Explainable AI for Time Series Classification: A Review, Taxonomy and Research Directions. IEEE Access 10 (2022)
Riccardo Guidotti, Anna Monreale, Francesco Spinnato, Dino Pedreschi, Fosca Giannotti
Explaining Any Time Series Classifier. CogMI (2020)