Véronique Masson

21 papers A* 3B 2Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2024 A* conf
Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection.
AAAI
Gwladys Kelodjou, Laurence Rozé, Véronique Masson, Luis Galárraga, Romaric Gaudel, Maurice Tchuenté, Alexandre Termier
2023 J jnl
LCE: An Augmented Combination of Bagging and Boosting in Python.
CoRR
Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier
2023 J jnl
Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection.
CoRR
Gwladys Kelodjou, Laurence Rozé, Véronique Masson, Luis Galárraga, Romaric Gaudel, Maurice Tchuenté, Alexandre Termier
2022 J jnl
XEM: An explainable-by-design ensemble method for multivariate time series classification.
Data Min. Knowl. Discov.
Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier
2020 A* conf
A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning.
AAAI
Kevin Fauvel, Daniel Balouek-Thomert, Diego Melgar, Pedro Silva, Anthony Simonet, Gabriel Antoniu, Alexandru Costan, Véronique Masson, Manish Parashar, Ivan Rodero, Alexandre Termier
2020 J jnl
A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers.
CoRR
Kevin Fauvel, Véronique Masson, Élisa Fromont
2020 J jnl
Local Cascade Ensemble for Multivariate Data Classification.
CoRR
Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier
2020 J jnl
XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification.
CoRR
Kevin Fauvel, Tao Lin, Véronique Masson, Élisa Fromont, Alexandre Termier
2019 B conf
Admissible Generalizations of Examples as Rules.
ICTAI
Philippe Besnard, Thomas Guyet, Véronique Masson
2019 B conf
Agnostic Local Explanation for Time Series Classification.
ICTAI
Maël Guillemé, Véronique Masson, Laurence Rozé, Alexandre Termier
2019 A* conf
Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection.
KDD
Kevin Fauvel, Véronique Masson, Élisa Fromont, Philippe Faverdin, Alexandre Termier
2018 J jnl
Data Science Techniques for Sustainable Dairy Management.
ERCIM News
Kevin Fauvel, Véronique Masson, Philippe Faverdin, Alexandre Termier
2017 — conf
Improving Time-Series Rule Matching Performance for Detecting Energy Consumption Patterns.
DARE@PKDD/ECML
Maël Guillemé, Laurence Rozé, Véronique Masson, Cérès Carton, René Quiniou, Alexandre Termier
2017 J jnl
Mining relevant interval rules.
CoRR
Thomas Guyet, René Quiniou, Véronique Masson
2016 J jnl
Combining narratives and modelling approaches to simulate fine scale and long-term urban growth scenarios for climate adaptation.
Environ. Model. Softw.
Thomas Houet, Colette Marchadier, Geneviève Bretagne, Marie-Pierre Moine, Rahim Aguejdad, Vincent Viguié, Marion Bonhomme, Aude Lemonsu, Paolo Avner, Julia Hidalgo, Véronique Masson
2013 J jnl
Building actions from classification rules.
Knowl. Inf. Syst.
Ronan Trepos, Ansaf Salleb-Aouissi, Marie-Odile Cordier, Véronique Masson, Chantal Gascuel-Odoux
2013 J jnl
Sacadeau-Software, un logiciel d'aide à la décision pour améliorer la qualité de l'eau.
Rev. d'Intelligence Artif.
Véronique Masson, F. Ployette, Marie-Odile Cordier, Chantal Gascuel-Odoux, Ronan Trépos
2012 J jnl
A generic framework for scenario exercises using models applied to water-resource management.
Environ. Model. Softw.
Delphine Leenhardt, Olivier Thérond, Marie-Odile Cordier, Chantal Gascuel-Odoux, Arnaud Reynaud, Patrick Durand, Jacques-Eric Bergez, Lucie Clavel, Véronique Masson, Pierre Moreau
2009 J jnl
A decision-oriented model to evaluate the effect of land use and agricultural management on herbicide contamination in stream water.
Environ. Model. Softw.
Chantal Gascuel-Odoux, Pierre Aurousseau, Marie-Odile Cordier, Patrick Durand, Frédérick Garçia, Véronique Masson, Jordy Salmon-Monviola, Florent Tortrat, Ronan Trepos
2005 — conf
A Distance-Based Approach for Action Recommendation.
ECML
Ronan Trepos, Ansaf Salleb, Marie-Odile Cordier, Véronique Masson, Chantal Gascuel
1990 — conf
Application of Artificial Intelligence to Aphasia Treatment.
IEA/AIE (Vol. 2)
Véronique Masson, Rene Quiniou