Kevin Fauvel

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 12

Top Topics

Convolutional Neural Network

Machine Learning

Top Venues

Comput. Commun. Rev.

Publications

Kevin Fauvel, Fuxing Chen, Dario Rossi
A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification. KDD (2023)
Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier
LCE: An Augmented Combination of Bagging and Boosting in Python. CoRR (2023)
Chao Wang, Alessandro Finamore, Lixuan Yang, Kevin Fauvel, Dario Rossi
AppClassNet: a commercial-grade dataset for application identification research. Comput. Commun. Rev. 52 (3) (2022)
Kevin Fauvel, Alessandro Finamore, Lixuan Yang, Fuxing Chen, Dario Rossi
A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification. CoRR (2022)
Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier
XEM: An explainable-by-design ensemble method for multivariate time series classification. Data Min. Knowl. Discov. 36 (3) (2022)
Daniel Balouek-Thomert, Pedro Silva, Kevin Fauvel, Alexandru Costan, Gabriel Antoniu, Manish Parashar
MDSC: modelling distributed stream processing across the edge-to-cloud continuum. UCC Companion (2021)
Kevin Fauvel, Véronique Masson, Élisa Fromont
A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers. CoRR (2020)
Kevin Fauvel, Daniel Balouek-Thomert, Diego Melgar, Pedro Silva, Anthony Simonet, Gabriel Antoniu, Alexandru Costan, Véronique Masson, Manish Parashar, Ivan Rodero, Alexandre Termier
A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning. AAAI (2020)
Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier
Local Cascade Ensemble for Multivariate Data Classification. CoRR (2020)
Kevin Fauvel, Tao Lin, Véronique Masson, Élisa Fromont, Alexandre Termier
XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification. CoRR (2020)
Kevin Fauvel, Véronique Masson, Élisa Fromont, Philippe Faverdin, Alexandre Termier
Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection. KDD (2019)
Kevin Fauvel, Véronique Masson, Philippe Faverdin, Alexandre Termier
Data Science Techniques for Sustainable Dairy Management. ERCIM News 2018 (113) (2018)