Nicolas DURAND
Polytech Marseille - Department of Computer Science
Case 925 - 163, avenue de Luminy - 13288 Marseille Cedex 9 - France
Phone: +33 4 91 82 86 79, Fax: +33 4 91 82 85 11

Office A206

Research activities


My research field is Data Mining. I work on new algorithms and methods of frequent itemset discovery, hypergraph transversal computation, and formal concept analysis. I have a particular interest in approximation and emergence problems, and topic modeling. In the past, my work has dealt with prefetching and recommendation of documents to Internet users, interpretation of remote sensing images, and request routing in peer-to-peer network communities. My recent work covers web services discovery and recommendation, and trajectory analysis.

I work with Mohamed Quafafou (PR, AMU, LSIS).

In the past, I worked with Luigi Lancieri, Bruno Crémilleux, Einoshin Suzuki, Arnaud Soulet, Thierry Charnois, Pierre Gançarski, Germain Forestier and Sébastien Derivaux.

Keywords: itemsets discovery, concept lattice, hypergraphs, approximation, emergence, classification, clustering.


Co-supervision of PhD students


Current:
Former:

PhD thesis committees


Supervision of MSc students


Projects


"Specific actions" CNRS STIC


Other activities


Other