Françoise Fessant

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 15

Top Topics

Statistical Agencies

Cell Suppression

Interactive Visual

Top Venues

Publications

Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Generating Robust Counterfactual Explanations. ECML/PKDD (3) (2023)
Vincent Lemaire, Nathan Le Boudec, Françoise Fessant, Victor Guyomard
Viewing the process of generating counterfactuals as a source of knowledge - Application to the Naive Bayes classifier. CoRR (2023)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Interactive Visualization of Counterfactual Explanations for Tabular Data. ECML/PKDD (7) (2023)
Victor Guyomard, François Wallyn, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Visualiser des explications contrefactuelles pour des données tabulaires. EGC (2023)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Generating robust counterfactual explanations. CoRR (2023)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
VCNet: A Self-explaining Model for Realistic Counterfactual Generation. ECML/PKDD (1) (2022)
Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet
Générer des explications contrefactuelles à l'aide d'un autoencodeur supervisé. EGC (2022)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
VCNet: A self-explaining model for realistic counterfactual generation. CoRR (2022)
Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet
Post-hoc Counterfactual Generation with Supervised Autoencoder. PKDD/ECML Workshops (1) (2021)
Marco Fiore, Panagiota Katsikouli, Elli Zavou, Mathieu Cunche, Françoise Fessant, Dominique Le Hello, Ulrich Matchi Aïvodji, Baptiste Olivier, Tony Quertier, Razvan Stanica
Privacy in trajectory micro-data publishing: a survey. Trans. Data Priv. 13 (2) (2020)
Françoise Fessant, Fabrice Clérot, Koray Ozbek
Anonymisation de trajectoires d'appels mobiles à l'aide de modèles en grilles et de chaines de Markov. EGC (2020)
Marco Fiore, Panagiota Katsikouli, Elli Zavou, Mathieu Cunche, Françoise Fessant, Dominique Le Hello, Ulrich Matchi Aïvodji, Baptiste Olivier, Tony Quertier, Razvan Stanica
Privacy of trajectory micro-data : a survey. CoRR (2019)
Tarek Benkhelif, Françoise Fessant, Fabrice Clérot, Guillaume Raschia
Co-clustering for Differentially Private Synthetic Data Generation. PAP@PKDD/ECML (2017)
Tarek Benkhelif, Françoise Fessant, Fabrice Clérot, Guillaume Raschia
Co-clustering for Microdata Anonymization. DEXA (1) (2017)
Françoise Fessant, Tarek Benkhelif, Fabrice Clérot
Anonymiser des données multidimensionnelles à l'aide du coclustering. EGC (2017)
Frank Meyer, Françoise Fessant, Fabrice Clérot, Éric Gaussier
Toward a New Protocol to Evaluate Recommender Systems CoRR (2012)
Frank Meyer, Françoise Fessant, Fabrice Clérot, Éric Gaussier
Toward a New Protocol to Evaluate Recommender Systems. RUE@RecSys (2012)
Frank Meyer, Françoise Fessant
Reperio: A Generic and Flexible Industrial Recommender System. Web Intelligence (2011)
Damien Poirier, Françoise Fessant, Isabelle Tellier
From opinion classification to recommendations: How texts from a social network can help. Trait. Autom. des Langues 51 (3) (2010)
Françoise Fessant, Aurélie Le Cam, Marc Boullé, Raphaël Féraud
Modelling Complex Data by Learning Which Variable to Construct. DaWak (2010)
Damien Poirier, Françoise Fessant, Isabelle Tellier
Reducing the Cold-Start Problem in Content Recommendation through Opinion Classification. Web Intelligence (2010)
Raphaël Féraud, Marc Boullé, Fabrice Clérot, Françoise Fessant, Vincent Lemaire
The Orange Customer Analysis Platform. ICDM (2010)
Damien Poirier, Isabelle Tellier, Françoise Fessant, Julien Schluth
Towards text-based recommendations. RIAO (2010)
Françoise Fessant, Fabrice Clérot, Pascal Gouzien
La carte GHSOM comme alternative à la SOM pour l'analyse exploratoire de données. EGC (2009)
Laurent Candillier, Frank Meyer, Françoise Fessant
Designing Specific Weighted Similarity Measures to Improve Collaborative Filtering Systems. ICDM (2008)
Raphaël Féraud, Marc Boullé, Fabrice Clérot, Françoise Fessant
Vers l'exploitation de grandes masses de données. EGC (2008)
Françoise Fessant, Joël François, Fabrice Clérot
Characterizing ADSL customer behaviours by network traffic data-mining. Ann. des Télécommunications 62 (3-4) (2007)
Françoise Fessant, Vincent Lemaire, Fabrice Clérot
Combining Several SOM Approaches in Data Mining: Application to ADSL Customer Behaviours Analysis. GfKl (2007)
Françoise Fessant, Fabrice Clérot
An efficient SOM-based pre-processing to improve the discovery of frequent patterns in alarm logs. DMIN (2006)
Françoise Fessant, Christophe Dousson, Fabrice Clérot
Améliorer la découverte de chroniques par une découpe intelligente d'un log d'alarmes. EGC (Ateliers) (2005)
Françoise Fessant, Fabrice Clérot, Christophe Dousson
Mining of an Alarm Log to Improve the Discovery of Frequent Patterns. ICDM (2004)
Françoise Fessant, Sophie Midenet
Self-Organising Map for Data Imputation and Correction in Surveys. Neural Comput. Appl. 10 (4) (2002)
Françoise Fessant, Patrice Aknin, Latifa Oukhellou, Sophie Midenet
Comparison of Supervised Self-Organizing Maps Using Euclidian or Mahalanobis Distance in Classification Context. IWANN (1) (2001)
Samy Bengio, Françoise Fessant, Daniel Collobert
Use of Modular Architectures for Time Series Prediction. Neural Process. Lett. 3 (2) (1996)