Cécile Capponi

Orcid: 0000-0002-4057-774X

According to our database1, Cécile Capponi authored at least 31 papers between 1995 and 2023.

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Bibliography

2023
Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble classifier based on local expertise for fat data.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

2022
Cross-View kernel transfer.
Pattern Recognit., 2022

Toolbox for Multimodal Learn (scikit-multimodallearn).
J. Mach. Learn. Res., 2022

Integrating and reporting full multi-view supervised learning experiments using SuMMIT.
Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2022

2021
Learning primal-dual sparse kernel machines.
CoRR, 2021

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

Anomaly detection in genomic catalogues using unsupervised multi-view autoencoders.
BMC Bioinform., 2021

2020
Fast greedy <i>C</i>-bound minimization with guarantees.
Mach. Learn., 2020

OLOGRAM: determining significance of total overlap length between genomic regions sets.
Bioinform., 2020

Multilingual enrichment of disease biomedical ontologies.
Proceedings of the LREC 2020 Workshop on Multilingual Biomedical Text Processing, 2020

2019
Kernel transfer over multiple views for missing data completion.
CoRR, 2019

2018
Multi-view Metric Learning in Vector-valued Kernel Spaces.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2013
On multi-class learning through the minimization of the confusion matrix norm
CoRR, 2013

On multi-class classification through the minimization of the confusion matrix norm.
Proceedings of the Asian Conference on Machine Learning, 2013

The Multi-Task Learning View of Multimodal Data.
Proceedings of the Asian Conference on Machine Learning, 2013

2012
Applying multiview learning algorithms to human-human conversation classification.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

2011
A Boosting Approach to Multiview Classification with Cooperation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

2007
Modélisation algébrique et représentation de connaissances par objets en AROM.
Proceedings of the Actes des journées Langages et Modèles à Objets, 2007

Rapprocher AROM de OWL.
Proceedings of the Actes des journées Langages et Modèles à Objets, 2007

A Protocol to Detect Local Affinities Involved in Proteins Distant Interactions.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

2006
Vers une intégration des relations Partie-Tout en AROM.
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.
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.
Bioinform., 2005

Classification of Domains with Boosted Blast.
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.
Obj. Logiciel Base données Réseaux, 2003

2001
A Knowledge Base for Integrated Biological Systems.
IEEE Intell. Syst., 2001

A New Approach in Object-Based Knowledge Representation: The AROM System.
Proceedings of the Engineering of Intelligent Systems, 2001

2000
Représentation de connaissances au moyen de classes et d'associations : le système AROM.
Proceedings of the Actes des journées Langages et Modèles à Objets, 2000

1997
Typage souple pour objets contraints.
Proceedings of the Actes des journées Langages et Modèles à Objets, 1997

Type Extensibility of a Knowledge Representation System with Powersets.
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).
PhD thesis, 1995


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