Cécile Capponi

According to our database, Cécile Capponi authored at least 31 papers between 1995 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble classifier based on local expertise for fat data.

Baptiste Bauvin, Cécile Capponi, Florence Clerc, Pascal Germain, Sokol Koço, Jacques Corbeil

Proceedings of the Uncertainty in Artificial Intelligence, 2023

2022

Cross-View kernel transfer.

Riikka Huusari, Cécile Capponi, Paul Villoutreix, Hachem Kadri

Pattern Recognit., 2022

Toolbox for Multimodal Learn (scikit-multimodallearn).

Dominique Benielli, Baptiste Bauvin, Sokol Koço, Riikka Huusari, Cécile Capponi, Hachem Kadri, François Laviolette

J. Mach. Learn. Res., 2022

Integrating and reporting full multi-view supervised learning experiments using SuMMIT.

Baptiste Bauvin, Jacques Corbeil, Dominique Benielli, Sokol Koço, Cécile Capponi

Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2022

2021

Learning primal-dual sparse kernel machines.

Riikka Huusari, Sahely Bhadra, Cécile Capponi, Hachem Kadri, Juho Rousu

CoRR, 2021

AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERT.

Léo Bouscarrat, Antoine Bonnefoy, Cécile Capponi, Carlos Ramisch

CoRR, 2021

Anomaly detection in genomic catalogues using unsupervised multi-view autoencoders.

Quentin Ferré, Jeanne Chèneby, Denis Puthier, Cécile Capponi, Benoît Ballester

BMC Bioinform., 2021

2020

Fast greedy <i>C</i>-bound minimization with guarantees.

Baptiste Bauvin, Cécile Capponi, Jean-Francis Roy, François Laviolette

Mach. Learn., 2020

OLOGRAM: determining significance of total overlap length between genomic regions sets.

Quentin Ferré, Guillaume Charbonnier, N. Sadouni, Frédéric Lopez, Yasmina Kermezli, Salvatore Spicuglia, Cécile Capponi, Badih Ghattas, Denis Puthier

Bioinform., 2020

Multilingual enrichment of disease biomedical ontologies.

Léo Bouscarrat, Antoine Bonnefoy, Cécile Capponi, Carlos Ramisch

Proceedings of the LREC 2020 Workshop on Multilingual Biomedical Text Processing, 2020

2019

Kernel transfer over multiple views for missing data completion.

Riikka Huusari, Cécile Capponi, Paul Villoutreix, Hachem Kadri

CoRR, 2019

2018

Multi-view Metric Learning in Vector-valued Kernel Spaces.

Riikka Huusari, Hachem Kadri, Cécile Capponi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2013

On multi-class learning through the minimization of the confusion matrix norm

Sokol Koço, Cécile Capponi

CoRR, 2013

On multi-class classification through the minimization of the confusion matrix norm.

Sokol Koço, Cécile Capponi

Proceedings of the Asian Conference on Machine Learning, 2013

The Multi-Task Learning View of Multimodal Data.

Hachem Kadri, Stéphane Ayache, Cécile Capponi, Sokol Koço, François-Xavier Dupé, Emilie Morvant

Proceedings of the Asian Conference on Machine Learning, 2013

2012

Applying multiview learning algorithms to human-human conversation classification.

Sokol Koço, Cécile Capponi, Frédéric Béchet

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

2011

A Boosting Approach to Multiview Classification with Cooperation.

Sokol Koço, Cécile Capponi

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

2007

Modélisation algébrique et représentation de connaissances par objets en AROM.

Bogdan Moisuc, Cécile Capponi, Philippe Genoud, Jérôme Gensel, Danielle Ziébelin

Proceedings of the Actes des journées Langages et Modèles à Objets, 2007

Rapprocher AROM de OWL.

Alina Dia Miron, Cécile Capponi, Jérôme Gensel, Marlène Villanova-Oliver, Danielle Ziébelin, Philippe Genoud

Proceedings of the Actes des journées Langages et Modèles à Objets, 2007

A Protocol to Detect Local Affinities Involved in Proteins Distant Interactions.

Christophe Nicolas Magnan, Cécile Capponi, François Denis

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

2006

Vers une intégration des relations Partie-Tout en AROM.

Jérôme Gensel, Cécile Capponi, Philippe Genoud, Danielle Ziébelin

Proceedings of the Actes des journéees Langages et Modèles à Objets, 2006

Apports de la modélisation algébrique pour la représentation de connaissances par objets : illustration en AROM.

Bogdan Moisuc, Philippe Genoud, Danielle Ziébelin, Jérôme Gensel, Cécile Capponi

Proceedings of the IC 2006: Ingénierie des connaissances 2006 (Proceedings of the 17th French Knowledge Engineering Conference), 2006

2005

ISYMOD: a knowledge warehouse for the identification, assembly and analysis of bacterial integrated systems.

Julie Chabalier, Cécile Capponi, Yves Quentin, Gwennaele Fichant

Bioinform., 2005

Classification of Domains with Boosted Blast.

Cécile Capponi, Gwennaele Fichant, Yves Quentin

Proceedings of the Actes de CAP 05, Conférence francophone sur l'apprentissage automatique, 2005

2003

La classification récursive dans AROM Application à l'identification de systèmes biologiques.

Julie Chabalier, Gwennaele Fichant, Cécile Capponi

Obj. Logiciel Base données Réseaux, 2003

2001

A Knowledge Base for Integrated Biological Systems.

Cécile Capponi, Julie Chabalier, Yves Quentin, Gwennaele Fichant

IEEE Intell. Syst., 2001

A New Approach in Object-Based Knowledge Representation: The AROM System.

Michel Page, Jérôme Gensel, Cécile Capponi, Christophe Bruley, Philippe Genoud, Danielle Ziébelin, Daniel Bardou, Véronique Dupierris

Proceedings of the Engineering of Intelligent Systems, 2001

2000

Représentation de connaissances au moyen de classes et d'associations : le système AROM.

Michel Page, Jérôme Gensel, Cécile Capponi, Christophe Bruley, Philippe Genoud, Danielle Ziébelin

Proceedings of the Actes des journées Langages et Modèles à Objets, 2000

1997

Typage souple pour objets contraints.

Cécile Capponi, Jérôme Gensel

Proceedings of the Actes des journées Langages et Modèles à Objets, 1997

Type Extensibility of a Knowledge Representation System with Powersets.

Cécile Capponi

Proceedings of the Foundations of Intelligent Systems, 10th International Symposium, 1997

1995

Identification et Exploitation des Types dans un modèle de connaissances à objets. (Type Identification and Operating in an Object-Based Knowledge Model).

Cécile Capponi

PhD thesis, 1995