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Claude Pasquier

Chargé de recherche au CNRS
80%
Libre accès
10
Documents
Affiliations actuelles
  • 13009
Identifiants chercheurs
Site web
  • https://www.i3s.unice.fr/~cpasquie

Présentation

Claude Pasquier is researcher at French National Center for Scientific Research (CNRS). He received a Ph.D. degree in Computer Science from the University of Nice - Sophia Antipolis (now Université Côte d’Azur), France, in 1994. During his thesis, he explored the use of software engineering paradigms in the field of structured document manipulation. He defined both a frame-based language for representing document models, and a system of context-aware document generation and configuration (cf. Prototype-based programming. Subsequently, he was a postdoctoral researcher at the Biophysics and Bioinformatics Laboratory of the University of Athens, Greece, where he conducted research on protein structure prediction. He held positions at the National Institute for Research in Digital Science and Technology (INRIA) and with Schlumberger, Smart Cards & Terminals division (now Gemalto) where he worked on generative programming. Since 2002 when he joined CNRS, he successively worked at Villefranche Oceanographic Laboratory (LOV), the Institute of Biology Valrose (iBV) and New Caledonia Institute of Exact and Applied Sciences (ISEA) where he addressed topics as diverse as semantic data integration, omics data mining and attributed graph mining. Currently at I3S laboratory, he is conducting research focused on complex network mining that combines computer science and systems biology.

Publications

961584

The Pervasiveness of Machine Learning in Omics Science

Ronnie Alves , Claude Pasquier , Nicolas Pasquier
ECML/PKDD 2014 - International Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases Tutorial T3, Sep 2014, Nancy, France
Communication dans un congrès hal-01330594v1
Image document

Mining association rule bases from integrated genomic data and annotations

Ricardo Martinez , Nicolas Pasquier , Claude Pasquier
Sth International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics (CIBB'09), Oct 2008, Vietri sul Mare, Salerno, Italy. pp.78-90, ⟨10.1007/978-3-642-02504-4_7⟩
Communication dans un congrès hal-01154860v1
Image document

GenMiner: mining informative association rules from genomic data

Ricardo Martinez , Claude Pasquier , Nicolas Pasquier
IEEE International Conference on Bioinformatics and Biomedicine (BIBM'07), Nov 2007, Fremont, United States. ⟨10.1109/BIBM.2007.49⟩
Communication dans un congrès hal-01154856v1
Image document

Interpreting microarray experiments via co-expressed gene groups analysis

Ricardo Martinez , Nicolas Pasquier , Claude Pasquier , Lucero Lopez-Perez
DS'2006 international conference on Discovery Science, Oct 2006, Barcelona, France. pp.316-320, ⟨10.1007/11893318_34⟩
Communication dans un congrès hal-00362761v1
Image document

Analyse des groupes de gènes co-exprimés (AGGC) : un outil automatique pour l’interpretation des expériences de biopuces

Ricardo Martinez , Nicolas Pasquier , Claude Pasquier , Martine Collard , Lucero Lopez-Perez
13ème Rencontres de la Société Francophone de Classification (SFC’06), Sep 2006, Metz, France
Communication dans un congrès hal-01151505v1

Exploratory analysis of cancer SAGE data

Ricardo Martinez , Richard Christen , Claude Pasquier , Nicolas Pasquier
9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'05), Discovery Challenge, Oct 2005, Porto, Portugal
Communication dans un congrès hal-01154853v1