Karine Clément

Publication Activity (10 Years)

Years Active: 2003-2019
Publications (10 Years): 4

Top Topics

Clinical Decision Support

Data Integration

Schema Matching

Dimensionality Reduction

Top Venues

Int. J. Approx. Reason.

Publications

Nataliya Sokolovska, Karine Clément, Jean-Daniel Zucker
Revealing causality between heterogeneous data sources with deep restricted Boltzmann machines. Inf. Fusion 50 (2019)
Nataliya Sokolovska, Yann Chevaleyre, Karine Clément, Jean-Daniel Zucker
The fused lasso penalty for learning interpretable medical scoring systems. IJCNN (2017)
Nataliya Sokolovska, Nguyen Thanh Hai, Karine Clément, Jean-Daniel Zucker
Deep Self-Organising Maps for efficient heterogeneous biomedical signatures extraction. IJCNN (2016)
Nataliya Sokolovska, Karine Clément, Jean-Daniel Zucker
Deep kernel dimensionality reduction for scalable data integration. Int. J. Approx. Reason. 74 (2016)
Nataliya Sokolovska, Salwa Rizkalla, Karine Clément, Jean-Daniel Zucker
Continuous and Discrete Deep Classifiers for Data Integration. IDA (2015)
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
Noninvasive Diagnosis of Nonalcoholic Steatohepatitis Disease Based on Clinical Decision Support System. MedInfo (2013)
Edi Prifti, Jean-Daniel Zucker, Karine Clément, Corneliu Henegar
Interactional and functional centrality in transcriptional co-expression networks. Bioinform. 26 (24) (2010)
Edi Prifti, Jean-Daniel Zucker, Karine Clément, Corneliu Henegar
FunNet: an integrative tool for exploring transcriptional interactions. Bioinform. 24 (22) (2008)
Mohamed Ramzi Temanni, Mustapha Lebbah, Christine Poitou-Bernert, Karine Clément, Jean-Daniel Zucker
Combinaison des cartes topologiques mixtes et des machines à vecteurs de support : une application pour la prédiction de perte de poids chez les obèses. EGC (2007)
Mustapha Lebbah, Mohamed Ramzi Temanni, Christine Poitou-Bernert, Karine Clément, Jean-Daniel Zucker
Partitionnement des données pour les problèmes de classement difficiles: Combinaison des cartes topologiques mixtes et SVM. AAFD (2006)
Corneliu Henegar, Karine Clément, Jean-Daniel Zucker
Unsupervised Multiple-Instance Learning for Functional Profiling of Genomic Data. ECML (2006)
Corneliu Henegar, Raffaella Cancello, Sophie Rome, Hubert Vidal, Karine Clément, Jean-Daniel Zucker
Clustering Biological Annotations and Gene Expression Data to Identify Putatively Co-regulated Biological Processes. J. Bioinform. Comput. Biol. 4 (4) (2006)
Blaise Hanczar, Mélanie Courtine, Arriel Benis, Corneliu Henegar, Karine Clément, Jean-Daniel Zucker
Improving classification of microarray data using prototype-based feature selection. SIGKDD Explor. 5 (2) (2003)