Cécile Capponi

ORCID

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 14

Top Venues

Joseph Fourier University, Grenoble, France (PHD)

Education History

Joseph Fourier University, Grenoble, France

PHD

Publications

Baptiste Bauvin, Cécile Capponi, Florence Clerc, Pascal Germain, Sokol Koço, Jacques Corbeil
Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble classifier based on local expertise for fat data. UAI (2023)
Dominique Benielli, Baptiste Bauvin, Sokol Koço, Riikka Huusari, Cécile Capponi, Hachem Kadri, François Laviolette
Toolbox for Multimodal Learn (scikit-multimodallearn). J. Mach. Learn. Res. 23 (2022)
Riikka Huusari, Cécile Capponi, Paul Villoutreix, Hachem Kadri
Cross-View kernel transfer. Pattern Recognit. 129 (2022)
Baptiste Bauvin, Jacques Corbeil, Dominique Benielli, Sokol Koço, Cécile Capponi
Integrating and reporting full multi-view supervised learning experiments using SuMMIT. LIDTA (2022)
Quentin Ferré, Jeanne Chèneby, Denis Puthier, Cécile Capponi, Benoît Ballester
Anomaly detection in genomic catalogues using unsupervised multi-view autoencoders. BMC Bioinform. 22 (1) (2021)
Léo Bouscarrat, Antoine Bonnefoy, Cécile Capponi, Carlos Ramisch
AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERT. CoRR (2021)
Riikka Huusari, Sahely Bhadra, Cécile Capponi, Hachem Kadri, Juho Rousu
Learning primal-dual sparse kernel machines. CoRR (2021)
Léo Bouscarrat, Antoine Bonnefoy, Cécile Capponi, Carlos Ramisch
Multilingual enrichment of disease biomedical ontologies. CoRR (2020)
Baptiste Bauvin, Cécile Capponi, Jean-Francis Roy, François Laviolette
-bound minimization with guarantees. Mach. Learn. 109 (9-10) (2020)
Léo Bouscarrat, Antoine Bonnefoy, Cécile Capponi, Carlos Ramisch
Multilingual enrichment of disease biomedical ontologies. MultiligualBIO@LREC (2020)
Quentin Ferré, Guillaume Charbonnier, N. Sadouni, Frédéric Lopez, Yasmina Kermezli, Salvatore Spicuglia, Cécile Capponi, Badih Ghattas, Denis Puthier
OLOGRAM: determining significance of total overlap length between genomic regions sets. Bioinform. 36 (6) (2020)
Riikka Huusari, Cécile Capponi, Paul Villoutreix, Hachem Kadri
Kernel transfer over multiple views for missing data completion. CoRR (2019)
Riikka Huusari, Hachem Kadri, Cécile Capponi
Multi-view Metric Learning in Vector-valued Kernel Spaces. CoRR (2018)
Riikka Huusari, Hachem Kadri, Cécile Capponi
Multi-view Metric Learning in Vector-valued Kernel Spaces. AISTATS (2018)
Hachem Kadri, Stéphane Ayache, Cécile Capponi, Sokol Koço, François-Xavier Dupé, Emilie Morvant
The Multi-Task Learning View of Multimodal Data. ACML (2013)
Sokol Koço, Cécile Capponi
On multi-class learning through the minimization of the confusion matrix norm CoRR (2013)
Sokol Koço, Cécile Capponi
On multi-class classification through the minimization of the confusion matrix norm. ACML (2013)
Sokol Koço, Cécile Capponi, Frédéric Béchet
Applying multiview learning algorithms to human-human conversation classification. INTERSPEECH (2012)
Sokol Koço, Cécile Capponi
A Boosting Approach to Multiview Classification with Cooperation. ECML/PKDD (2) (2011)
Alina Dia Miron, Cécile Capponi, Jérôme Gensel, Marlène Villanova-Oliver, Danielle Ziébelin, Philippe Genoud
Rapprocher AROM de OWL. LMO (2007)
Christophe Nicolas Magnan, Cécile Capponi, François Denis
A Protocol to Detect Local Affinities Involved in Proteins Distant Interactions. BIBM (2007)
Bogdan Moisuc, Cécile Capponi, Philippe Genoud, Jérôme Gensel, Danielle Ziébelin
Modélisation algébrique et représentation de connaissances par objets en AROM. LMO (2007)
Jérôme Gensel, Cécile Capponi, Philippe Genoud, Danielle Ziébelin
Vers une intégration des relations Partie-Tout en AROM. LMO (2006)
Bogdan Moisuc, Philippe Genoud, Danielle Ziébelin, Jérôme Gensel, Cécile Capponi
Apports de la modélisation algébrique pour la représentation de connaissances par objets : illustration en AROM. Actes d'IC (2006)
Julie Chabalier, Cécile Capponi, Yves Quentin, Gwennaele Fichant
ISYMOD: a knowledge warehouse for the identification, assembly and analysis of bacterial integrated systems. Bioinform. 21 (7) (2005)
Cécile Capponi, Gwennaele Fichant, Yves Quentin
Classification of Domains with Boosted Blast. CAP (2005)
Julie Chabalier, Gwennaele Fichant, Cécile Capponi
La classification récursive dans AROM Application à l'identification de systèmes biologiques. Obj. Logiciel Base données Réseaux 9 (1-2) (2003)
Cécile Capponi, Julie Chabalier, Yves Quentin, Gwennaele Fichant
A Knowledge Base for Integrated Biological Systems. IEEE Intell. Syst. 16 (6) (2001)
Michel Page, Jérôme Gensel, Cécile Capponi, Christophe Bruley, Philippe Genoud, Danielle Ziébelin, Daniel Bardou, Véronique Dupierris
A New Approach in Object-Based Knowledge Representation: The AROM System. IEA/AIE (2001)
Michel Page, Jérôme Gensel, Cécile Capponi, Christophe Bruley, Philippe Genoud, Danielle Ziébelin
Représentation de connaissances au moyen de classes et d'associations : le système AROM. LMO (2000)
Cécile Capponi, Jérôme Gensel
Typage souple pour objets contraints. LMO (1997)
Cécile Capponi
Type Extensibility of a Knowledge Representation System with Powersets. ISMIS (1997)

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Publication Activity (10 Years)

Top Topics

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Cécile Capponi