Seuraa
Francesco Spinnato
Francesco Spinnato
Data Science Phd, Research Fellow at University of Pisa
Vahvistettu sähköpostiosoite verkkotunnuksessa di.unipi.it
Nimike
Viittaukset
Viittaukset
Vuosi
Explainable AI for time series classification: a review, taxonomy and research directions
A Theissler, F Spinnato, U Schlegel, R Guidotti
Ieee Access 10, 100700-100724, 2022
1482022
Explaining any time series classifier
R Guidotti, A Monreale, F Spinnato, D Pedreschi, F Giannotti
2020 IEEE second international conference on cognitive machine intelligence …, 2020
572020
Understanding any time series classifier with a subsequence-based explainer
F Spinnato, R Guidotti, A Monreale, M Nanni, D Pedreschi, F Giannotti
ACM Transactions on Knowledge Discovery from Data 18 (2), 1-34, 2023
62023
Geolet: an interpretable model for trajectory classification
C Landi, F Spinnato, R Guidotti, A Monreale, M Nanni
International Symposium on Intelligent Data Analysis, 236-248, 2023
62023
Explainable AI for time series classification: a review, taxonomy and research directions. IEEE Access 10, 100700–100724 (2022)
A Theissler, F Spinnato, U Schlegel, R Guidotti
5
Modeling Events and Interactions through Temporal Processes--A Survey
A Liguori, L Caroprese, M Minici, B Veloso, F Spinnato, M Nanni, ...
arXiv preprint arXiv:2303.06067, 2023
42023
A Protocol for Continual Explanation of SHAP
A Cossu, F Spinnato, R Guidotti, D Bacciu
ESANN, 2023
32023
Explaining crash predictions on multivariate time series data
F Spinnato, R Guidotti, M Nanni, D Maccagnola, G Paciello, AB Farina
International Conference on Discovery Science, 556-566, 2022
32022
Drifting explanations in continual learning
A Cossu, F Spinnato, R Guidotti, D Bacciu
Neurocomputing 597, 127960, 2024
22024
Enhancing Echo State Networks with Gradient-based Explainability Methods
F Spinnato, A Cossu, R Guidotti, A Ceni, C Gallicchio, D Bacciu
ESANN, 2024
12024
Multivariate Asynchronous Shapelets for Imbalanced Car Crash Predictions
M Bianchi, F Spinnato, R Guidotti, D Maccagnola, A Bencini Farina
International Conference on Discovery Science, 150-166, 2024
2024
Fast, Interpretable and Deterministic Time Series Classification with a Bag-Of-Receptive-Fields
F Spinnato, R Guidotti, A Monreale, M Nanni
IEEE Access, 2024
2024
A Bag of Receptive Fields for Time Series Extrinsic Predictions
F Spinnato, R Guidotti, A Monreale, M Nanni
arXiv preprint arXiv:2311.18029, 2023
2023
Text to Time Series Representations: Towards Interpretable Predictive Models
M Poggioli, F Spinnato, R Guidotti
International Conference on Discovery Science, 230-245, 2023
2023
An Explanation that LASTS: Understanding Any Time Series Classifier
F Spinnato, R Guidotti, A Monreale
ERCIM News, 2023
2023
A Model Agnostic Local Explainer for Time Series Black-Box Classifiers
F Spinnato
University of Pisa, 2020
2020
Stima indiretta del Pil mensile italiano: procedure statistiche e primi risultati
F Spinnato
University of Padua, 2018
2018
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Artikkelit 1–17