Use of Domain Knowledge for Dimension Reduction - Application to Mining of Drug Side Effects. - Emmanuel Bresso; Sidahmed Benabderrahmane; Malika Smaïl-Tabbone; Gino Marchetti; Arnaud Sinan Karaboga; Michel Souchet; Amedeo Napoli; Marie-Dominique Devignes (KDIR, 2011)

Integrative relational Machine-Learning Approach for Understanding Drug Side-Effect Profiles. - Emmanuel Bresso; Renaud Grisoni; Gino Marchetti; Arnaud Sinan Karaboga; Michel Souchet; Marie-Dominique Devignes; Malika Smaïl-Tabbone (BMC Bioinform., 2013)

Highly SpecIfic and Sensitive Pharmacophore Model for Identifying CXCR4 Antagonists. Comparison with Docking and Shape-Matching Virtual Screening Performance. - Arnaud Sinan Karaboga; Jesús M. Planesas; Florent Petronin; Jordi Teixidó; Michel Souchet; Violeta I. Pérez-Nueno (J. Chem. Inf. Model., 2013)

GES Polypharmacology Fingerprints: A Novel Approach for Drug Repositioning. - Violeta I. Pérez-Nueno; Arnaud Sinan Karaboga; Michel Souchet; David W. Ritchie (J. Chem. Inf. Model., 2014)

GESSE: Predicting Drug Side Effects from Drug-Target Relationships. - Violeta I. Pérez-Nueno; Michel Souchet; Arnaud Sinan Karaboga; David W. Ritchie (J. Chem. Inf. Model., 2015)