Karine Clément

According to our database, Karine Clément authored at least 13 papers between 2003 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Revealing causality between heterogeneous data sources with deep restricted Boltzmann machines.

Nataliya Sokolovska, Karine Clément, Jean-Daniel Zucker

Inf. Fusion, 2019

2017

The fused lasso penalty for learning interpretable medical scoring systems.

Nataliya Sokolovska, Yann Chevaleyre, Karine Clément, Jean-Daniel Zucker

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

Deep kernel dimensionality reduction for scalable data integration.

Nataliya Sokolovska, Karine Clément, Jean-Daniel Zucker

Int. J. Approx. Reason., 2016

Deep Self-Organising Maps for efficient heterogeneous biomedical signatures extraction.

Nataliya Sokolovska, Nguyen Thanh Hai, Karine Clément, Jean-Daniel Zucker

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

Continuous and Discrete Deep Classifiers for Data Integration.

Nataliya Sokolovska, Salwa Rizkalla, Karine Clément, Jean-Daniel Zucker

Proceedings of the Advances in Intelligent Data Analysis XIV, 2015

2013

Noninvasive Diagnosis of Nonalcoholic Steatohepatitis Disease Based on Clinical Decision Support System.

Nassim Douali, Meriem Abdennour, Magali Sasso, Véronique Miette, Joan Tordjman, Pierre Bedossa, Nicolas Veyrie, Christine Poitou, Judith Aron-Wisnewsky, Karine Clément, Marie-Christine Jaulent, Jean-Daniel Zucker

Proceedings of the MEDINFO 2013, 2013

2010

Interactional and functional centrality in transcriptional co-expression networks.

Edi Prifti, Jean-Daniel Zucker, Karine Clément, Corneliu Henegar

Bioinform., 2010

2008

FunNet: an integrative tool for exploring transcriptional interactions.

Edi Prifti, Jean-Daniel Zucker, Karine Clément, Corneliu Henegar

Bioinform., 2008

2007

Combinaison des cartes topologiques mixtes et des machines à vecteurs de support : une application pour la prédiction de perte de poids chez les obèses.

Mohamed Ramzi Temanni, Mustapha Lebbah, Christine Poitou-Bernert, Karine Clément, Jean-Daniel Zucker

Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007

2006

Clustering Biological Annotations and Gene Expression Data to Identify Putatively Co-regulated Biological Processes.

Corneliu Henegar, Raffaella Cancello, Sophie Rome, Hubert Vidal, Karine Clément, Jean-Daniel Zucker

J. Bioinform. Comput. Biol., 2006

Unsupervised Multiple-Instance Learning for Functional Profiling of Genomic Data.

Corneliu Henegar, Karine Clément, Jean-Daniel Zucker

Proceedings of the Machine Learning: ECML 2006, 2006

Partitionnement des données pour les problèmes de classement difficiles: Combinaison des cartes topologiques mixtes et SVM.

Mustapha Lebbah, Mohamed Ramzi Temanni, Christine Poitou-Bernert, Karine Clément, Jean-Daniel Zucker

Proceedings of the Apprentissage Artificiel et Fouille de Données, 2006

2003

Improving classification of microarray data using prototype-based feature selection.

Blaise Hanczar, Mélanie Courtine, Arriel Benis, Corneliu Henegar, Karine Clément, Jean-Daniel Zucker

SIGKDD Explor., 2003