Véronique Masson

According to our database, Véronique Masson authored at least 20 papers between 1990 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection.

Gwladys Kelodjou, Laurence Rozé, Véronique Masson, Luis Galárraga, Romaric Gaudel, Maurice Tchuenté, Alexandre Termier

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

LCE: An Augmented Combination of Bagging and Boosting in Python.

Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier

CoRR, 2023

2022

XEM: An explainable-by-design ensemble method for multivariate time series classification.

Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier

Data Min. Knowl. Discov., 2022

2020

XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification.

Kevin Fauvel, Tao Lin, Véronique Masson, Élisa Fromont, Alexandre Termier

CoRR, 2020

A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers.

Kevin Fauvel, Véronique Masson, Élisa Fromont

CoRR, 2020

Local Cascade Ensemble for Multivariate Data Classification.

Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier

CoRR, 2020

A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning.

Kevin Fauvel, Daniel Balouek-Thomert, Diego Melgar, Pedro Silva, Anthony Simonet, Gabriel Antoniu, Alexandru Costan, Véronique Masson, Manish Parashar, Ivan Rodero, Alexandre Termier

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection.

Kevin Fauvel, Véronique Masson, Élisa Fromont, Philippe Faverdin, Alexandre Termier

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Agnostic Local Explanation for Time Series Classification.

Maël Guillemé, Véronique Masson, Laurence Rozé, Alexandre Termier

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Admissible Generalizations of Examples as Rules.

Philippe Besnard, Thomas Guyet, Véronique Masson

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018

Data Science Techniques for Sustainable Dairy Management.

Kevin Fauvel, Véronique Masson, Philippe Faverdin, Alexandre Termier

ERCIM News, 2018

2017

Mining relevant interval rules.

Thomas Guyet, René Quiniou, Véronique Masson

CoRR, 2017

Improving Time-Series Rule Matching Performance for Detecting Energy Consumption Patterns.

Maël Guillemé, Laurence Rozé, Véronique Masson, Cérès Carton, René Quiniou, Alexandre Termier

Proceedings of the Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy, 2017

2016

Combining narratives and modelling approaches to simulate fine scale and long-term urban growth scenarios for climate adaptation.

Thomas Houet, Colette Marchadier, Geneviève Bretagne, Marie-Pierre Moine, Rahim Aguejdad, Vincent Viguié, Marion Bonhomme, Aude Lemonsu, Paolo Avner, Julia Hidalgo, Véronique Masson

Environ. Model. Softw., 2016

2013

Sacadeau-Software, un logiciel d'aide à la décision pour améliorer la qualité de l'eau.

Véronique Masson, F. Ployette, Marie-Odile Cordier, Chantal Gascuel-Odoux, Ronan Trépos

Rev. d'Intelligence Artif., 2013

Building actions from classification rules.

Ronan Trepos, Ansaf Salleb-Aouissi, Marie-Odile Cordier, Véronique Masson, Chantal Gascuel-Odoux

Knowl. Inf. Syst., 2013

2012

A generic framework for scenario exercises using models applied to water-resource management.

Delphine Leenhardt, Olivier Thérond, Marie-Odile Cordier, Chantal Gascuel-Odoux, Arnaud Reynaud, Patrick Durand, Jacques-Eric Bergez, Lucie Clavel, Véronique Masson, Pierre Moreau

Environ. Model. Softw., 2012

2009

A decision-oriented model to evaluate the effect of land use and agricultural management on herbicide contamination in stream water.

Chantal Gascuel-Odoux, Pierre Aurousseau, Marie-Odile Cordier, Patrick Durand, Frédérick Garçia, Véronique Masson, Jordy Salmon-Monviola, Florent Tortrat, Ronan Trepos

Environ. Model. Softw., 2009

2005

A Distance-Based Approach for Action Recommendation.

Ronan Trepos, Ansaf Salleb, Marie-Odile Cordier, Véronique Masson, Chantal Gascuel

Proceedings of the Machine Learning: ECML 2005, 2005

1990

Application of Artificial Intelligence to Aphasia Treatment.

Véronique Masson, Rene Quiniou

Proceedings of the Third International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 1990, July 15-18, 1990, The Mills House Hotel, Charleston, SC, USA, 1990