Research interests

My main research interests are in data mining and knowledge discovery in databases, machine learning and uplift modelling with a focus on pattern discovery: pattern (sets) discovery, interactive data mining, preference queries, optimisation in data mining, unsupervised and supervised methods, declarative approaches (Constraint Satisfaction Problems and data mining). This research work benefits from close collaborations addressing applications mainly in the field of Chemoinformatics.

I am a member of the Constraints, Ontologies, Data, Annotations, Graphs team at the GREYC lab.