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ORCIDCécile Capponi
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2020 – today
- 2023
[c18]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: 130-140- 2022
- [j8]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: 51:1-51:7 (2022) - [j7]Riikka Huusari
, Cécile Capponi, Paul Villoutreix, Hachem Kadri:
Cross-View kernel transfer. Pattern Recognit. 129: 108759 (2022) - [c17]Baptiste Bauvin, Jacques Corbeil, Dominique Benielli, Sokol Koço, Cécile Capponi:
Integrating and reporting full multi-view supervised learning experiments using SuMMIT. LIDTA 2022: 139-150 - 2021
- [j6]Quentin Ferré, Jeanne Chèneby, Denis Puthier, Cécile Capponi, Benoît Ballester:
Anomaly detection in genomic catalogues using unsupervised multi-view autoencoders. BMC Bioinform. 22(1): 460 (2021) - [i6]Léo Bouscarrat, Antoine Bonnefoy, Cécile Capponi, Carlos Ramisch:
AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERT. CoRR abs/2106.14625 (2021) - [i5]Riikka Huusari, Sahely Bhadra, Cécile Capponi, Hachem Kadri, Juho Rousu:
Learning primal-dual sparse kernel machines. CoRR abs/2108.12199 (2021) - 2020
- [j5]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): 1920-1922 (2020) - [j4]Baptiste Bauvin, Cécile Capponi, Jean-Francis Roy, François Laviolette:
Fast greedy C-bound minimization with guarantees. Mach. Learn. 109(9-10): 1945-1986 (2020) - [c16]Léo Bouscarrat, Antoine Bonnefoy, Cécile Capponi, Carlos Ramisch:
Multilingual enrichment of disease biomedical ontologies. MultiligualBIO@LREC 2020: 21-28 - [i4]Léo Bouscarrat, Antoine Bonnefoy, Cécile Capponi, Carlos Ramisch:
Multilingual enrichment of disease biomedical ontologies. CoRR abs/2004.03181 (2020)
2010 – 2019
- 2019
- [i3]Riikka Huusari, Cécile Capponi, Paul Villoutreix, Hachem Kadri:
Kernel transfer over multiple views for missing data completion. CoRR abs/1910.05964 (2019) - 2018
- [c15]Riikka Huusari, Hachem Kadri, Cécile Capponi:
Multi-view Metric Learning in Vector-valued Kernel Spaces. AISTATS 2018: 415-424 - [i2]Riikka Huusari, Hachem Kadri, Cécile Capponi:
Multi-view Metric Learning in Vector-valued Kernel Spaces. CoRR abs/1803.07821 (2018) - 2013
- [c14]Hachem Kadri, Stéphane Ayache, Cécile Capponi, Sokol Koço, François-Xavier Dupé, Emilie Morvant:
The Multi-Task Learning View of Multimodal Data. ACML 2013: 261-276 - [c13]Sokol Koço, Cécile Capponi:
On multi-class classification through the minimization of the confusion matrix norm. ACML 2013: 277-292 - [i1]Sokol Koço, Cécile Capponi:
On multi-class learning through the minimization of the confusion matrix norm. CoRR abs/1303.4015 (2013) - 2012
- [c12]Sokol Koço, Cécile Capponi, Frédéric Béchet:
Applying multiview learning algorithms to human-human conversation classification. INTERSPEECH 2012: 2322-2325 - 2011
- [c11]Sokol Koço, Cécile Capponi:
A Boosting Approach to Multiview Classification with Cooperation. ECML/PKDD (2) 2011: 209-228
2000 – 2009
- 2007
- [c10]Christophe Nicolas Magnan, Cécile Capponi, François Denis:
A Protocol to Detect Local Affinities Involved in Proteins Distant Interactions. BIBM 2007: 252-257 - [c9]Bogdan Moisuc, Cécile Capponi, Philippe Genoud, Jérôme Gensel, Danielle Ziébelin:
Modélisation algébrique et représentation de connaissances par objets en AROM. LMO 2007: 83-98 - [c8]Alina Dia Miron, Cécile Capponi, Jérôme Gensel, Marlène Villanova-Oliver, Danielle Ziébelin, Philippe Genoud:
Rapprocher AROM de OWL. LMO 2007: 99-116 - 2006
- [c7]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: 31-40 - [c6]Jérôme Gensel, Cécile Capponi, Philippe Genoud, Danielle Ziébelin:
Vers une intégration des relations Partie-Tout en AROM. LMO 2006: 53-70 - 2005
- [j3]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): 1246-1256 (2005) - [c5]Cécile Capponi, Gwennaele Fichant, Yves Quentin:
Classification of Domains with Boosted Blast. CAP 2005: 263-264 - 2003
- [j2]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): 167-181 (2003) - 2001
- [j1]Cécile Capponi, Julie Chabalier, Yves Quentin, Gwennaele Fichant:
A Knowledge Base for Integrated Biological Systems. IEEE Intell. Syst. 16(6): 52-60 (2001) - [c4]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: 113-118 - 2000
- [c3]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: 91-106
1990 – 1999
- 1997
- [c2]Cécile Capponi:
Type Extensibility of a Knowledge Representation System with Powersets. ISMIS 1997: 338-347 - [c1]Cécile Capponi, Jérôme Gensel:
Typage souple pour objets contraints. LMO 1997: 191-206 - 1995
- [b1]Cécile Capponi:
Identification et Exploitation des Types dans un modèle de connaissances à objets. (Type Identification and Operating in an Object-Based Knowledge Model). Joseph Fourier University, Grenoble, France, 1995
Coauthor Index
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