Kevin Fauvel

XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification

Kevin Fauvel, Tao Lin, Véronique Masson et al. · Mathematics · 2021 · 131 citations · Full text

Second-best Mts Classifier, Convolutional Neural Network, Engineering +15

XEM: An explainable-by-design ensemble method for multivariate time series classification

Kevin Fauvel, Élisa Fromont, Véronique Masson et al. · Data Mining and Knowledge Discovery · 2022 · 55 citations · Full text

Classification Method, Engineering, Machine Learning +11

A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning

Kevin Fauvel, Daniel Balouek‐Thomert, Diego Melgar et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 50 citations · Full text

Engineering, Machine Learning, Earthquake Scenario +19

A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification

Kevin Fauvel, Fuxing Chen, Dario Rossi · 2023 · 37 citations

Internet Traffic Analysis, Engineering, Machine Learning +18

Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection

Kevin Fauvel, Véronique Masson, Élisa Fromont et al. · 2019 · 25 citations · Full text