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)

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 (AAFD, 2006)

Unsupervised Multiple-Instance Learning for Functional Profiling of Genomic Data. - Corneliu Henegar; Karine Clément; Jean-Daniel Zucker (ECML, 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)

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 (EGC, 2007)

FunNet: an integrative tool for exploring transcriptional interactions. - Edi Prifti; Jean-Daniel Zucker; Karine Clément; Corneliu Henegar (Bioinform., 2008)

Interactional and functional centrality in transcriptional co-expression networks. - Edi Prifti; Jean-Daniel Zucker; Karine Clément; Corneliu Henegar (Bioinform., 2010)

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 (MedInfo, 2013)

Continuous and Discrete Deep Classifiers for Data Integration. - Nataliya Sokolovska; Salwa Rizkalla; Karine Clément; Jean-Daniel Zucker (IDA, 2015)

Deep Self-Organising Maps for efficient heterogeneous biomedical signatures extraction. - Nataliya Sokolovska; Nguyen Thanh Hai 001; Karine Clément; Jean-Daniel Zucker (IJCNN, 2016)

Deep kernel dimensionality reduction for scalable data integration. - Nataliya Sokolovska; Karine Clément; Jean-Daniel Zucker (Int. J. Approx. Reason., 2016)

The fused lasso penalty for learning interpretable medical scoring systems. - Nataliya Sokolovska; Yann Chevaleyre; Karine Clément; Jean-Daniel Zucker (IJCNN, 2017)

Revealing causality between heterogeneous data sources with deep restricted Boltzmann machines. - Nataliya Sokolovska; Karine Clément; Jean-Daniel Zucker (Inf. Fusion, 2019)