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ORCIDVéronique Masson
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2020 – today
- 2024
[c8]Gwladys Kelodjou, Laurence Rozé, Véronique Masson, Luis Galárraga, Romaric Gaudel, Maurice Tchuenté, Alexandre Termier:
Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection. AAAI 2024: 13094-13103- 2023
- [i7]Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier:
LCE: An Augmented Combination of Bagging and Boosting in Python. CoRR abs/2308.07250 (2023) - [i6]Gwladys Kelodjou, Laurence Rozé, Véronique Masson, Luis Galárraga, Romaric Gaudel, Maurice Tchuenté, Alexandre Termier:
Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection. CoRR abs/2312.12115 (2023) - 2022
- [j6]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): 917-957 (2022) - 2020
- [c7]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: 403-411 - [i5]Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier:
Local Cascade Ensemble for Multivariate Data Classification. CoRR abs/2005.03645 (2020) - [i4]Kevin Fauvel, Véronique Masson, Élisa Fromont:
A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers. CoRR abs/2005.14501 (2020) - [i3]Kevin Fauvel, Tao Lin, Véronique Masson, Élisa Fromont, Alexandre Termier:
XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification. CoRR abs/2009.04796 (2020)
2010 – 2019
- 2019
- [c6]Maël Guillemé, Véronique Masson, Laurence Rozé, Alexandre Termier:
Agnostic Local Explanation for Time Series Classification. ICTAI 2019: 432-439 - [c5]Philippe Besnard, Thomas Guyet, Véronique Masson:
Admissible Generalizations of Examples as Rules. ICTAI 2019: 1488-1493 - [c4]Kevin Fauvel, Véronique Masson, Élisa Fromont, Philippe Faverdin, Alexandre Termier:
Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection. KDD 2019: 3051-3059 - 2018
- [i2]Kevin Fauvel, Véronique Masson, Philippe Faverdin, Alexandre Termier:
Data Science Techniques for Sustainable Dairy Management. ERCIM News 2018(113) (2018) - 2017
- [c3]Maël Guillemé, Laurence Rozé, Véronique Masson, Cérès Carton, René Quiniou, Alexandre Termier:
Improving Time-Series Rule Matching Performance for Detecting Energy Consumption Patterns. DARE@PKDD/ECML 2017: 59-71 - [i1]Thomas Guyet, René Quiniou, Véronique Masson:
Mining relevant interval rules. CoRR abs/1709.03267 (2017) - 2016
- [j5]Thomas Houet, Colette Marchadier, Geneviève Bretagne, Marie-Pierre Moine, Rahim Aguejdad, Vincent Viguié, Marion Bonhomme, Aude Lemonsu, Paolo Avner, Julia Hidalgo, Véronique Masson:
Combining narratives and modelling approaches to simulate fine scale and long-term urban growth scenarios for climate adaptation. Environ. Model. Softw. 86: 1-13 (2016) - 2013
- [j4]Ronan Trepos, Ansaf Salleb-Aouissi, Marie-Odile Cordier, Véronique Masson, Chantal Gascuel-Odoux:
Building actions from classification rules. Knowl. Inf. Syst. 34(2): 267-298 (2013) - [j3]Véronique Masson, F. Ployette, Marie-Odile Cordier, Chantal Gascuel-Odoux, Ronan Trépos:
Sacadeau-Software, un logiciel d'aide à la décision pour améliorer la qualité de l'eau. Rev. d'Intelligence Artif. 27(4-5): 443-469 (2013) - 2012
- [j2]Delphine Leenhardt, Olivier Thérond, Marie-Odile Cordier, Chantal Gascuel-Odoux, Arnaud Reynaud, Patrick Durand, Jacques-Eric Bergez, Lucie Clavel, Véronique Masson, Pierre Moreau:
A generic framework for scenario exercises using models applied to water-resource management. Environ. Model. Softw. 37: 125-133 (2012)
2000 – 2009
- 2009
- [j1]Chantal Gascuel-Odoux, Pierre Aurousseau, Marie-Odile Cordier, Patrick Durand, Frédérick Garçia, Véronique Masson, Jordy Salmon-Monviola, Florent Tortrat, Ronan Trepos:
A decision-oriented model to evaluate the effect of land use and agricultural management on herbicide contamination in stream water. Environ. Model. Softw. 24(12): 1433-1446 (2009) - 2005
- [c2]Ronan Trepos, Ansaf Salleb, Marie-Odile Cordier, Véronique Masson, Chantal Gascuel:
A Distance-Based Approach for Action Recommendation. ECML 2005: 425-436
1990 – 1999
- 1990
- [c1]Véronique Masson, Rene Quiniou:
Application of Artificial Intelligence to Aphasia Treatment. IEA/AIE (Vol. 2) 1990: 907-913
Coauthor Index
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