Kevin Fauvel
Orcid: 0000-0002-4050-8912Affiliations:
- Inria, Rennes, France
- CNRS-IRISA, Rennes, France
- University of Rennes 1, France (PhD 2020)
According to our database1,
Kevin Fauvel
authored at least 13 papers
between 2018 and 2023.
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Bibliography
2023
A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
2022
XEM: An explainable-by-design ensemble method for multivariate time series classification.
Data Min. Knowl. Discov., 2022
A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification.
CoRR, 2022
Comput. Commun. Rev., 2022
2021
Proceedings of the UCC '21: 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing, Leicester, United Kingdom, December 6 - 9, 2021, 2021
2020
Enhancing Performance and Explainability of Multivariate Time Series Machine Learning Methods: Applications for Social Impact in Dairy Resource Monitoring and Earthquake Early Warning. (Amélioration de la Performance et de l'Explicabilité des Méthodes d'Apprentissage Automatique de Séries Temporelles Multivariées).
PhD thesis, 2020
XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification.
CoRR, 2020
A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers.
CoRR, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
2018