our expertise has been
published as POC awarded

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Major publications

The technological core of QUIID initially started as a French academic research project. Since 2008, our works have been regularly published in peer-reviewed journals. They’re used as proofs of concept and show how our innovative data mining methods extract new knowledge from databases. Here we provide our major publications.

2017

Poezevara, Guillaume; Lozano, Sylvain; Cuissart, Bertrand; Bureau, Ronan; Bureau, Pierre; Croixmarie, Vincent; Vayer, Philippe; Lepailleur, Alban

A Computational Selection of Metabolite Biomarkers Using Emerging Pattern Mining: A Case Study in Human Hepatocellular Carcinoma Article de journal

Journal of Proteome Research, 0 (0), p. null, 2017, (PMID: 28447453).

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2015

Métivier, Jean-Philippe; Lepailleur, Alban; Buzmakov, Aleksey; Poezevara, Guillaume; Crémilleux, Bruno; Kuznetsov, Sergei; Goff, Jérémie Le; Napoli, Amédéo; Bureau, Ronan; Cuissart, Bertrand

Discovering structural alerts for mutagenicity using stable emerging molecular patterns Article de journal

Journal of Chemical Information and Modeling, 0 (ja), p. null, 2015, (PMID: 25871768).

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2013

Lepailleur, Alban; Poezevara, Guillaume; Bureau, Ronan

Automated Detection of Structural Alerts (Chemical Fragments) in (Eco)Toxicology Article de journal

Computational and Structural Biotechnology Journal, 5 (6), p. 1 – 8, 2013, ISSN: 2001-0370.

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2012

Cuissart, Bertrand; Poezevara, Guillaume; Cremilleux, Bruno; Lepailleur, Alban; Bureau, Ronan

Emerging Patterns as Structural Alerts for Computational Toxicology Book Chapter

Chapman and Hall/CRC, 2012, ISBN: 978-1-4398-5432-7, (0).

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2011

Poezevara, Guillaume

Fouille de graphes pour la découverte de contrastes entre classes : application à l’estimation de la toxicité des molécules Thèse de doctorat

2011, (2011CAEN2079).

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Poezevara, Guillaume; Cuissart, Bertrand; Crémilleux, Bruno

Extracting and summarizing the frequent emerging graph patterns from a dataset of graphs Article de journal

Journal of Intelligent Information Systems, 37 (3), p. 333-353, 2011, ISSN: 0925-9902.

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2010

Lozano, Sylvain; Poezevara, Guillaume; Halm-Lemeille, Marie-Pierre; Lescot-Fontaine, Elodie; Lepailleur, Alban; Bissell-Siders, Ryan; Crémilleux, Bruno; Rault, Sylvain; Cuissart, Bertrand; Bureau, Ronan

Introduction of Jumping Fragments in Combination with QSARs for the Assessment of Classification in Ecotoxicology Article de journal

Journal of Chemical Information and Modeling, 50 (8), p. 1330-1339, 2010, (PMID: 20726596).

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2009

Poezevara, Guillaume; Cuissart, Bertrand; Crémilleux, Bruno

Discovering Emerging Graph Patterns from Chemicals incollection

Rauch, Jan; Raś, ZbigniewW.; Berka, Petr; Elomaa, Tapio (Ed.): Foundations of Intelligent Systems, 5722 , p. 45-55, Springer Berlin Heidelberg, 2009, ISBN: 978-3-642-04124-2.

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