Data Science Techniques for Sustainable Dairy Management
Kévin Fauvel
,
Véronique Masson
,
Philippe Faverdin
,
Alexandre Termier
ERCIM News , 2018, 113, pp.29-30
Article dans une revue
hal-02623595v1
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A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning
Kevin Fauvel
,
Daniel Balouek-Thomert
,
Diego Melgar
,
Pedro Silva
,
Anthony Simonet
,
et al.
In Proceedings of the 34th AAAI Conference on Artificial Intelligence , Feb 2020, New York, United States. pp.403-411,
⟨10.1609/aaai.v34i01.5376⟩
Communication dans un congrès
hal-02373429v2
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Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection
Kevin Fauvel
,
Véronique Masson
,
Elisa Fromont
,
Philippe Faverdin
,
Alexandre Termier
In Proceedings of the 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining , Aug 2019, Anchorage, United States. pp.3051-3059,
⟨10.1145/3292500.3330712⟩
Communication dans un congrès
hal-02190790v2
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MDSC: Modelling Distributed Stream Processing across the Edge-to-Cloud Continuum
Daniel Balouek-Thomert
,
Pedro Silva
,
Kevin Fauvel
,
Alexandru Costan
,
Gabriel Antoniu
,
et al.
DML-ICC 2021 workshop (held in conjunction with UCC 2021) , Dec 2021, Leicester, United Kingdom
Communication dans un congrès
hal-03510012v1
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Earthquake Early Warning Dataset
Kevin Fauvel
,
Daniel Balouek-Thomert
,
Diego Melgar
,
Pedro Silva
,
Anthony Simonet
,
et al.
2019
Pré-publication, Document de travail
hal-03104149v1
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A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers
Kevin Fauvel
,
Véronique Masson
,
Elisa Fromont
IJCAI-PRICAI 2020 - Workshop on Explainable Artificial Intelligence (XAI) , Jan 2021, Yokohama, Japan. pp.1-8
Communication dans un congrès
hal-03094885v2
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XPM: An explainable-by-design pattern-based estrus detection approach to improve resource use in dairy farms
Issei Harada
,
Kevin Fauvel
,
Thomas Guyet
,
Véronique Masson
,
Alexandre Termier
,
et al.
AAAI 2022 - 36th AAAI Conference on Artificial Intelligence , Feb 2022, Vancouver, Canada. pp.1-10
Communication dans un congrès
hal-03483109v2
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Enhancing Performance and Explainability of Multivariate Time Series Machine Learning Methods : Applications for Social Impact in Dairy Resource Monitoring and Earthquake Early Warning
Kevin Fauvel
Thèse
tel-03140673v1
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XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification
Kevin Fauvel
,
Tao Lin
,
Véronique Masson
,
Élisa Fromont
,
Alexandre Termier
Article dans une revue
hal-03469487v1
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XEM: An explainable-by-design ensemble method for multivariate time series classification
Kevin Fauvel
,
Elisa Fromont
,
Véronique Masson
,
Philippe Faverdin
,
Alexandre Termier
Article dans une revue
hal-03599214v1
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