Francesco Spinnato

Orcid: 0000-0002-3203-6716

According to our database¹, Francesco Spinnato authored at least 10 papers between 2020 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Bibliography

2024

Understanding Any Time Series Classifier with a Subsequence-based Explainer.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, February, 2024

2023

An Explanation that LASTS: Understanding Any Time Series Classifier.

[BibT_eX]

[DOI]

Francesco Spinnato

Riccardo Guidotti

Anna Monreale

ERCIM News, 2023

A Bag of Receptive Fields for Time Series Extrinsic Predictions.

[BibT_eX]

[DOI]

CoRR, 2023

A Protocol for Continual Explanation of SHAP.

[BibT_eX]

[DOI]

CoRR, 2023

Modeling Events and Interactions through Temporal Processes - A Survey.

[BibT_eX]

[DOI]

CoRR, 2023

Geolet: An Interpretable Model for Trajectory Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XXI, 2023

Text to Time Series Representations: Towards Interpretable Predictive Models.

[BibT_eX]

[DOI]

Mattia Poggioli

Francesco Spinnato

Riccardo Guidotti

Proceedings of the Discovery Science - 26th International Conference, 2023

2022

Explainable AI for Time Series Classification: A Review, Taxonomy and Research Directions.

[BibT_eX]

[DOI]

IEEE Access, 2022

Explaining Crash Predictions on Multivariate Time Series Data.

[BibT_eX]

[DOI]

Antonio Bencini Farina

Proceedings of the Discovery Science - 25th International Conference, 2022

2020

Explaining Any Time Series Classifier.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020

Francesco Spinnato

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