Nombre de documents

22

Curriculum Vitæ


Article dans une revue3 documents

  • Benoit Gaüzère, Pierre-Anthony Grenier, Luc Brun, Didier Villemin. Treelet kernel incorporating cyclic, stereo and inter pattern information in Chemoinformatics. Pattern Recognition, Elsevier, 2014, 30 p. <10.1016/j.patcog.2014.07.029>. <hal-01066295>
  • Benoit Gaüzère, Luc Brun, Didier Villemin. Noyau de Treelets appliqué aux graphes étiquetés et aux graphes de cycles. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, Lavoisier, 2013, 27 (1), pp.121-144. <10.3166/ria.27.121-144>. <hal-00847279>
  • Benoit Gaüzère, Luc Brun, Didier Villemin. Two New Graphs Kernels in Chemoinformatics. Pattern Recognition Letters, Elsevier, 2012, 33 (15), pp.2038-2047. <hal-00773283>

Communication dans un congrès15 documents

  • Sébastien Bougleux, Benoit Gaüzère, Luc Brun. Graph Edit Distance as a Quadratic Program. ICPR 2016 23rd International Conference on Pattern Recognition, Dec 2016, Cancun, Mexico. IEEE, 2016, Proceedings of ICPR 2016. <http://www.icpr2016.org/site/>. <hal-01418937>
  • Vincenzo Carletti, Benoit Gaüzère, Luc Brun, Mario Vento. Approximate Graph Edit Distance Computation Combining Bipartite Matching and Exact Neighborhood Substructure Distance. Cheng-Lin Liu ; Bin Luo; Walter G. Kropatsch; Jian Cheng. Graph-Based Representation in Pattern Recognition, May 2015, Bejing, China. Springer, Lecture notes in Computer Sciences, pp.188 - 197, 2015, Graph-Based Representation in Pattern Recognition. <http://www.nlpr.ia.ac.cn/gbr2015/index.html>. <10.1007/978-3-319-18224-7_19>. <hal-01389626>
  • Benoit Gaüzère, Luc Brun, Didier Villemin. Graph kernel encoding substituents' relative positioning. International Conference on Pattern Recognition (ICPR), Aug 2014, Stockholm, Sweden. 6 p., 2014. <hal-01066389>
  • Benoit Gaüzère, Sébastien Bougleux, Kaspar Riesen, Luc Brun. Approximate Graph Edit Distance Guided by Bipartite Matching of Bags of Walks. Structural, Syntactic, and Statistical Pattern Recognition (S+SSPR),, Aug 2014, Joensuu, Finland. pp.73-82, 2014. <hal-01066384>
  • Benoit Gaüzère, Luc Brun, Didier Villemin. Représentation des cycles d'une molécule sous forme d'hypergraphe. Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, Rouen, France. 2014. <hal-00989071>
  • Benoit Gaüzère, Luc Brun, Didier Villemin. A new hypergraph molecular representation. 6 ièmes Journées de la Chémoinformatique., Oct 2013, Nancy, France. pp.1, 2013. <hal-00867298>
  • Benoit Gaüzère, Luc Brun, Didier Villemin. Relevant Cycle Hypergraph Representation for Molecules. 9th IAPR-TC-15 Graph-Based Representations in Pattern Recognition, May 2013, Austria. pp.111, 2013. <hal-00829227>
  • Donatello Conte, Jean-Yves Ramel, Nicolas Sidère, Muhammad Muzzamil Luqman, Benoit Gaüzère, et al.. A Comparison of Explicit and Implicit Graph Embedding Methods for Pattern Recognition. 9th IAPR - TC 15 workshop on Graph Based Repesentations in Pattern Recognition, May 2013, Vienne, Austria. pp.81, 2013. <hal-00829226>
  • Benoit Gaüzère, Hasegawa Makoto, Luc Brun, Salvatore Tabbone. Implicit and Explicit Graph Embedding: Comparison of both Approaches on Chemoinformatics Applications. Gimel'farb, G.; Hancock, E.; Imiya, A.; Kuijper, A.; Kudo, M.; Omachi, S.; Windeatt, T.; Yamada, K. Joint IAPR International Workshop, SSPR & SPR 2012, Nov 2012, Hiroshima, Japan. Springer, 7626, pp.510-518, 2012, Lecture Notes in Computer Science. <10.1007/978-3-642-34166-3_56>. <hal-00768654>
  • Benoit Gaüzère, Luc Brun, Didier Villemin. Noyau de Treelets Appliqué aux Graphes Étiquetés. RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3, 2012. <hal-00656519>
  • Luc Brun, Sébastien Bougleux, François-Xavier Dupé, Benoit Gaüzère, Myriam Mokhtari. Shape Similarity based on Combinatorial Maps and a Tree Pattern Kernel. 21st International Conference on Pattern Recognition, Nov 2012, Tsukuba, Japan. IEEE Computer Society, pp.000-0000, 2012. <hal-00768662>
  • Benoit Gaüzère, Luc Brun, Didier Villemin, Myriam Mokhtari. Graph Kernels Based on Relevant Patterns and Cycle Information for Chemoinformatics. International Conference on Pattern Recognition (ICPR) 2012, Nov 2012, Tsukuba, Japan. pp.000-0000, 2012. <hal-00768652>
  • Benoit Gaüzère, Luc Brun, Didier Villemin. Graph Kernels: Crossing Information from Different Patterns using Graph Edit Distance. Gimel'farb, G.; Hancock, E.; Imiya, A.; Kuijper, A.; Kudo, M.; Omachi, S.; Windeatt, T.; Yamada, K. Joint IAPR International Workshop, SSPR & SPR 2012, Nov 2012, Hiroshima, Japan. Springer, 7626, pp.42-50, 2012, LNCS. <10.1007/978-3-642-34166-3_5>. <hal-00768658>
  • Benoit Gaüzère, Luc Brun, Didier Villemin. Two New Graph Kernels and Applications to Chemoinformatics. 8th IAPR-TC15 International Workshop, May 2011, Münster, Germany. Springer, pp.112, 2011, <10.1007/978-3-642-20844-7>. <hal-00596506>
  • Benoit Gaüzère, Luc Brun, Didier Villemin. Deux nouveaux noyaux sur graphes et leurs applications en chimioinformatique. CAp 2011 --- Conférence Francophone d'Apprentissage 2011, May 2011, Chambéry, France. pp.AGS 5, 2011. <hal-00596513>

Chapitre d'ouvrage1 document

  • Benoit Gaüzère, Luc Brun, Didier Villemin. Graph kernels in chemoinformatics. Matthias Dehmer and Frank Emmert-Streib. Quantitative Graph Theory Mathematical Foundations and Applications, CRC Press, pp.425-470, 2015, 978-1-4665-8451-8. <hal-01201933>

Rapport2 documents

  • Sébastien Bougleux, Luc Brun, Vincenzo Carletti, Pasquale Foggia, Benoit Gaüzère, et al.. A Quadratic Assignment Formulation of the Graph Edit Distance. [Research Report] Normandie Université; GREYC CNRS UMR 6072; LITIS. 2015. <hal-01246709>
  • Luc Brun, Benoit Gaüzère, Sébastien Fourey. Relationships between Graph Edit Distance and Maximal Common Unlabeled Subgraph. 2012. <hal-00714879v4>

Thèse1 document

  • Benoit Gaüzère. Application des méthodes à noyaux sur graphes pour la prédiction des propriétés des molécules.. Chemo-informatique. Université de Caen, 2013. Français. <tel-00933187>