Françoise Fessant

According to our database, Françoise Fessant authored at least 34 papers between 1996 and 2024.

Collaborative distances:

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

2024

Viewing the process of generating counterfactuals as a source of knowledge: a new approach for explaining classifiers.

Vincent Lemaire, Nathan Le Boudec, Victor Guyomard, Françoise Fessant

Proceedings of the International Joint Conference on Neural Networks, 2024

Voir le processus de création d'exemples contrefactuels comme une source de connaissance - Application au classifieur Naïf de Bayes.

Vincent Lemaire, Nathan Le Boudec, Françoise Fessant, Victor Guyomard

Proceedings of the Extraction et Gestion des Connaissances, 2024

2023

Viewing the process of generating counterfactuals as a source of knowledge - Application to the Naive Bayes classifier.

Vincent Lemaire, Nathan Le Boudec, Françoise Fessant, Victor Guyomard

CoRR, 2023

Interactive Visualization of Counterfactual Explanations for Tabular Data.

Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

Generating Robust Counterfactual Explanations.

Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Visualiser des explications contrefactuelles pour des données tabulaires.

Victor Guyomard, François Wallyn, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier

Proceedings of the Extraction et Gestion des Connaissances, 2023

2022

VCNet: A Self-explaining Model for Realistic Counterfactual Generation.

Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Générer des explications contrefactuelles à l'aide d'un autoencodeur supervisé.

Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet

Proceedings of the Extraction et Gestion des Connaissances, 2022

2021

Post-hoc Counterfactual Generation with Supervised Autoencoder.

Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

2020

Privacy in trajectory micro-data publishing: a survey.

Marco Fiore, Panagiota Katsikouli, Elli Zavou, Mathieu Cunche, Françoise Fessant, Dominique Le Hello, Ulrich Matchi Aïvodji, Baptiste Olivier, Tony Quertier, Razvan Stanica

Trans. Data Priv., 2020

Anonymisation de trajectoires d'appels mobiles à l'aide de modèles en grilles et de chaines de Markov.

Françoise Fessant, Fabrice Clérot, Koray Ozbek

Proceedings of the Extraction et Gestion des Connaissances, 2020

2019

Privacy of trajectory micro-data : a survey.

Marco Fiore, Panagiota Katsikouli, Elli Zavou, Mathieu Cunche, Françoise Fessant, Dominique Le Hello, Ulrich Matchi Aïvodji, Baptiste Olivier, Tony Quertier, Razvan Stanica

CoRR, 2019

2017

Co-clustering for Differentially Private Synthetic Data Generation.

Tarek Benkhelif, Françoise Fessant, Fabrice Clérot, Guillaume Raschia

Proceedings of the Personal Analytics and Privacy. An Individual and Collective Perspective, 2017

Anonymiser des données multidimensionnelles à l'aide du coclustering.

Françoise Fessant, Tarek Benkhelif, Fabrice Clérot

Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

Co-clustering for Microdata Anonymization.

Tarek Benkhelif, Françoise Fessant, Fabrice Clérot, Guillaume Raschia

Proceedings of the Database and Expert Systems Applications, 2017

2012

Toward a New Protocol to Evaluate Recommender Systems.

Frank Meyer, Françoise Fessant, Fabrice Clérot, Éric Gaussier

Proceedings of the Workshop on Recommendation Utility Evaluation: Beyond RMSE, 2012

2011

Reperio: A Generic and Flexible Industrial Recommender System.

Frank Meyer, Françoise Fessant

Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

2010

From opinion classification to recommendations: How texts from a social network can help.

Damien Poirier, Françoise Fessant, Isabelle Tellier

Trait. Autom. des Langues, 2010

Reducing the Cold-Start Problem in Content Recommendation through Opinion Classification.

Damien Poirier, Françoise Fessant, Isabelle Tellier

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Towards text-based recommendations.

Damien Poirier, Isabelle Tellier, Françoise Fessant, Julien Schluth

Proceedings of the Recherche d'Information Assistée par Ordinateur, 2010

The Orange Customer Analysis Platform.

Raphaël Féraud, Marc Boullé, Fabrice Clérot, Françoise Fessant, Vincent Lemaire

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010

Modelling Complex Data by Learning Which Variable to Construct.

Françoise Fessant, Aurélie Le Cam, Marc Boullé, Raphaël Féraud

Proceedings of the Data Warehousing and Knowledge Discovery, 12th International Conference, 2010

2009

Approches Statistique et Linguistique Pour la Classification de Textes d'Opinion Portant sur les Films.

Damien Poirier, Françoise Fessant, Cécile Bothorel, Emilie Guimier De Neef, Marc Boullé

Proceedings of the Fouille de Données d'Opinions, 2009

La carte GHSOM comme alternative à la SOM pour l'analyse exploratoire de données.

Françoise Fessant, Fabrice Clérot, Pascal Gouzien

Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

2008

Designing Specific Weighted Similarity Measures to Improve Collaborative Filtering Systems.

Laurent Candillier, Frank Meyer, Françoise Fessant

Proceedings of the Advances in Data Mining. Medical Applications, 2008

Vers l'exploitation de grandes masses de données.

Raphaël Féraud, Marc Boullé, Fabrice Clérot, Françoise Fessant

Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

2007

Characterizing ADSL customer behaviours by network traffic data-mining.

Françoise Fessant, Joël François, Fabrice Clérot

Ann. des Télécommunications, 2007

Combining Several SOM Approaches in Data Mining: Application to ADSL Customer Behaviours Analysis.

Françoise Fessant, Vincent Lemaire, Fabrice Clérot

Proceedings of the Data Analysis, Machine Learning and Applications, 2007

2006

An efficient SOM-based pre-processing to improve the discovery of frequent patterns in alarm logs.

Françoise Fessant, Fabrice Clérot

Proceedings of the 2006 International Conference on Data Mining, 2006

2005

Améliorer la découverte de chroniques par une découpe intelligente d'un log d'alarmes.

Françoise Fessant, Christophe Dousson, Fabrice Clérot

Proceedings of the Extraction des connaissances : Etat et perspectives (Ateliers de la conférence EGC'2005), 2005

2004

Mining of an Alarm Log to Improve the Discovery of Frequent Patterns.

Françoise Fessant, Fabrice Clérot, Christophe Dousson

Proceedings of the Advances in Data Mining, 2004

2002

Self-Organising Map for Data Imputation and Correction in Surveys.

Françoise Fessant, Sophie Midenet

Neural Comput. Appl., 2002

2001

Comparison of Supervised Self-Organizing Maps Using Euclidian or Mahalanobis Distance in Classification Context.

Françoise Fessant, Patrice Aknin, Latifa Oukhellou, Sophie Midenet

Proceedings of the Connectionist Models of Neurons, 2001

1996

Use of Modular Architectures for Time Series Prediction.

Samy Bengio, Françoise Fessant, Daniel Collobert

Neural Process. Lett., 1996