Véronique Masson

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 15

Top Topics

Multivariate Time Series

Empirical Bayes

Top Venues

Publications

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)
Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier
LCE: An Augmented Combination of Bagging and Boosting in Python. CoRR (2023)
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 (2023)
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)
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)
Maël Guillemé, Véronique Masson, Laurence Rozé, Alexandre Termier
Agnostic Local Explanation for Time Series Classification. ICTAI (2019)
Philippe Besnard, Thomas Guyet, Véronique Masson
Admissible Generalizations of Examples as Rules. ICTAI (2019)
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)
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)
Thomas Guyet, René Quiniou, Véronique Masson
Mining relevant interval rules. CoRR (2017)
Thomas Houet, C. Marchadier, G. Bretagne, M. P. Moine, Rahim Aguejdad, V. Viguié, M. Bonhomme, A. Lemonsu, P. Avner, J. 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 (2016)
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) (2013)
Ronan Trepos, Ansaf Salleb-Aouissi, Marie-Odile Cordier, Véronique Masson, Chantal Gascuel-Odoux
Building actions from classification rules. Knowl. Inf. Syst. 34 (2) (2013)
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 (2012)
Chantal Gascuel-Odoux, Pierre Aurousseau, Marie-Odile Cordier, Patrick Durand, Frédérick Garcia, 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) (2009)
Ronan Trepos, Ansaf Salleb, Marie-Odile Cordier, Véronique Masson, Chantal Gascuel
A Distance-Based Approach for Action Recommendation. ECML (2005)
Véronique Masson, Rene Quiniou
Application of Artificial Intelligence to Aphasia Treatment. IEA/AIE (Vol. 2) (1990)