Guillaume Poezevara

Centre National de la Recherche Scientifique — France

Computer Science · Physical Sciences

6h-index133citations16works0.02yr avg
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Research Topics

Computational Drug Discovery Methods(7), Data Mining Algorithms and Applications(7), Advanced Database Systems and Queries(4), Analytical Chemistry and Chromatography(3), Metabolomics and Mass Spectrometry Studies(2)

Publications16 total

A Computational Selection of Metabolite Biomarkers Using Emerging Pattern Mining: A Case Study in Human Hepatocellular Carcinoma
Journal of Proteome Research·2017· 7 cited
Discovering Structural Alerts for Mutagenicity Using Stable Emerging Molecular Patterns
Journal of Chemical Information and Modeling·2015· 33 cited
Knowledge Discovery in Pharmaceutical Drug Transport using Emerging Graph Patterns
HAL (Le Centre pour la Communication Scientifique Directe)·2014
Automatic Discovery of Molecular Graph Patterns Inhibiting Multiple Drug Transporters
HAL (Le Centre pour la Communication Scientifique Directe)·2014
AUTOMATED DETECTION OF STRUCTURAL ALERTS (CHEMICAL FRAGMENTS) IN (ECO)TOXICOLOGY
Computational and Structural Biotechnology Journal·2013· 27 citedOpen Access
Emerging Patterns as Structural Alerts for Computational Toxicology
Chapman & Hall/CRC data mining and knowledge discovery series·2012· 6 cited
New measures of interest associated to chemical patterns: definition, implementation and experimental assessment
Lirias (KU Leuven)·2011Open Access
Extracting and summarizing the frequent emerging graph patterns from a dataset of graphs
Journal of Intelligent Information Systems·2011· 18 cited
Extracting and Summarizing the Frequent Emerging Graph Patterns from a Dataset of Graphs
HAL (Le Centre pour la Communication Scientifique Directe)·2011Open Access
Graph data mining to discover contrasts between classes (application to predictive (eco)toxicology)
OpenGrey (Institut de l'Information Scientifique et Technique)·2011Open Access
Introduction of Jumping Fragments in Combination with QSARs for the Assessment of Classification in Ecotoxicology
Journal of Chemical Information and Modeling·2010· 22 citedOpen Access
Mining patterns and subgraphs as potential toxicophores to predict contextual ecotoxicity
HAL (Le Centre pour la Communication Scientifique Directe)·2010
Assessement of chemical risk phrases in ecotoxicoloy: comparison of two methods
HAL (Le Centre pour la Communication Scientifique Directe)·2009
Discovering Emerging Graph Patterns from Chemicals
Lecture notes in computer science·2009· 20 cited
Discovering Emerging Graph Patterns from Chemicals
HAL (Le Centre pour la Communication Scientifique Directe)·2009Open Access
Supervised classification and QSAR in ecotoxicology: comparison of two methods
HAL (Le Centre pour la Communication Scientifique Directe)·2009

Frequent Co-authors

Alban Lepailleur(10), Ronan Bureau(10), Bertrand Cuissart(8), Bruno Crémilleux(6), Sylvain Lozano(6), Bruno Crémilleux(5), Bertrand Cuissart(4), Marie‐Pierre Halm‐Lemeille(3), Elodie Lescot-Fontaine(3), Ryan Bissell-Siders(3), Sylvain Rault(3), Philippe Vayer(3), Leander Schietgat(3), Alban Arrault(2), Jean-Philippe Métivier(1), Aleksey Buzmakov(1), Sergei O. Kuznetsov(1), Jérémie Le Goff(1), Amedeo Napoli(1), Pierre Bureau(1)