our expertise has been published as POC awarded
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
Dans: Journal of Proteome Research, vol. 0, no. 0, p. null, 2017, (PMID: 28447453).
@article{poezevara_2017,
title = {A Computational Selection of Metabolite Biomarkers Using Emerging Pattern Mining: A Case Study in Human Hepatocellular Carcinoma},
author = {Guillaume Poezevara and Sylvain Lozano and Bertrand Cuissart and Ronan Bureau and Pierre Bureau and Vincent Croixmarie and Philippe Vayer and Alban Lepailleur},
url = {http://dx.doi.org/10.1021/acs.jproteome.7b00054},
doi = {10.1021/acs.jproteome.7b00054},
year = {2017},
date = {2017-01-01},
journal = {Journal of Proteome Research},
volume = {0},
number = {0},
pages = {null},
note = {PMID: 28447453},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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
Dans: Journal of Chemical Information and Modeling, vol. 0, no. ja, p. null, 2015, (PMID: 25871768).
@article{metivier_2015,
title = {Discovering structural alerts for mutagenicity using stable emerging molecular patterns},
author = {Jean-Philippe Métivier and Alban Lepailleur and Aleksey Buzmakov and Guillaume Poezevara and Bruno Crémilleux and Sergei Kuznetsov and Jérémie Le Goff and Amédéo Napoli and Ronan Bureau and Bertrand Cuissart},
doi = {10.1021/ci500611v},
year = {2015},
date = {2015-01-01},
journal = {Journal of Chemical Information and Modeling},
volume = {0},
number = {ja},
pages = {null},
note = {PMID: 25871768},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2013
Lepailleur, Alban; Poezevara, Guillaume; Bureau, Ronan
Automated Detection of Structural Alerts (Chemical Fragments) in (Eco)Toxicology Article de journal
Dans: Computational and Structural Biotechnology Journal, vol. 5, no. 6, p. 1 – 8, 2013, ISSN: 2001-0370.
@article{lepailleur_2013,
title = {Automated Detection of Structural Alerts (Chemical Fragments) in (Eco)Toxicology},
author = {Alban Lepailleur and Guillaume Poezevara and Ronan Bureau},
doi = {10.5936/csbj.201302013},
issn = {2001-0370},
year = {2013},
date = {2013-01-01},
journal = {Computational and Structural Biotechnology Journal},
volume = {5},
number = {6},
pages = {1 - 8},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2012
Cuissart, Bertrand; Poezevara, Guillaume; Cremilleux, Bruno; Lepailleur, Alban; Bureau, Ronan
Emerging Patterns as Structural Alerts for Computational Toxicology Chapitre d’ouvrage
Dans: Chapman and Hall/CRC, 2012, ISBN: 978-1-4398-5432-7, (0).
@inbook{cuissart_2012,
title = {Emerging Patterns as Structural Alerts for Computational Toxicology},
author = {Bertrand Cuissart and Guillaume Poezevara and Bruno Cremilleux and Alban Lepailleur and Ronan Bureau},
doi = {10.1201/b12986-25},
isbn = {978-1-4398-5432-7},
year = {2012},
date = {2012-09-14},
publisher = {Chapman and Hall/CRC},
series = {Chapman & Hall/CRC Data Mining and Knowledge Discovery Series},
note = {0},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
2011
Poezevara, Guillaume
2011, (2011CAEN2079).
@phdthesis{poezevara_2011b,
title = {Fouille de graphes pour la découverte de contrastes entre classes : application à l'estimation de la toxicité des molécules},
author = {Guillaume Poezevara},
url = {http://www.theses.fr/2011CAEN2079},
year = {2011},
date = {2011-01-01},
pages = {1 vol. (p.)},
note = {2011CAEN2079},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
Poezevara, Guillaume; Cuissart, Bertrand; Crémilleux, Bruno
Extracting and summarizing the frequent emerging graph patterns from a dataset of graphs Article de journal
Dans: Journal of Intelligent Information Systems, vol. 37, no. 3, p. 333-353, 2011, ISSN: 0925-9902.
@article{poezevara_2011a,
title = {Extracting and summarizing the frequent emerging graph patterns from a dataset of graphs},
author = {Guillaume Poezevara and Bertrand Cuissart and Bruno Crémilleux},
doi = {10.1007/s10844-011-0168-1},
issn = {0925-9902},
year = {2011},
date = {2011-01-01},
journal = {Journal of Intelligent Information Systems},
volume = {37},
number = {3},
pages = {333-353},
publisher = {Springer US},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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
Dans: Journal of Chemical Information and Modeling, vol. 50, no. 8, p. 1330-1339, 2010, (PMID: 20726596).
@article{lozano_2010,
title = {Introduction of Jumping Fragments in Combination with QSARs for the Assessment of Classification in Ecotoxicology},
author = {Sylvain Lozano and Guillaume Poezevara and Marie-Pierre Halm-Lemeille and Elodie Lescot-Fontaine and Alban Lepailleur and Ryan Bissell-Siders and Bruno Crémilleux and Sylvain Rault and Bertrand Cuissart and Ronan Bureau},
doi = {10.1021/ci100092x},
year = {2010},
date = {2010-01-01},
journal = {Journal of Chemical Information and Modeling},
volume = {50},
number = {8},
pages = {1330-1339},
note = {PMID: 20726596},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2009
Poezevara, Guillaume; Cuissart, Bertrand; Crémilleux, Bruno
Discovering Emerging Graph Patterns from Chemicals Recueil
Dans: Rauch, Jan; Raś, ZbigniewW.; Berka, Petr; Elomaa, Tapio (Ed.): Foundations of Intelligent Systems, vol. 5722, p. 45-55, Springer Berlin Heidelberg, 2009, ISBN: 978-3-642-04124-2.
@incollection{poezevara_2009,
title = {Discovering Emerging Graph Patterns from Chemicals},
author = {Guillaume Poezevara and Bertrand Cuissart and Bruno Crémilleux},
editor = {Jan Rauch and ZbigniewW. Raś and Petr Berka and Tapio Elomaa},
doi = {10.1007/978-3-642-04125-9_8},
isbn = {978-3-642-04124-2},
year = {2009},
date = {2009-01-01},
booktitle = {Foundations of Intelligent Systems},
volume = {5722},
pages = {45-55},
publisher = {Springer Berlin Heidelberg},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}