Didier Villemin

Publication Activity (10 Years)

Years Active: 1994-2017
Publications (10 Years): 3

Top Topics

Subgraph Matching

Human Immunodeficiency Virus

Top Venues

Pattern Recognit. Lett.

Publications

Pierre-Anthony Grenier, Luc Brun, Didier Villemin
Chemoinformatics and stereoisomerism: A stereo graph kernel together with three new extensions. Pattern Recognit. Lett. 87 (2017)
Imane Bjij, Ismail Hdoufane, Abdellah Jarid, Driss Cherqaoui, Didier Villemin
Molecular modeling: Application of Support Vector Machines and Decision trees for anti-HIV activity prediction of organic compounds. ICMCS (2016)
Pierre-Anthony Grenier, Luc Brun, Didier Villemin
Taking into account stereoisomerism in the prediction of molecular properties. ICPR (2016)
Benoit Gaüzère, Pierre-Anthony Grenier, Luc Brun, Didier Villemin
Treelet kernel incorporating cyclic, stereo and inter pattern information in chemoinformatics. Pattern Recognit. 48 (2) (2015)
Pierre-Anthony Grenier, Luc Brun, Didier Villemin
From Bags to Graphs of Stereo Subgraphs in Order to Predict Molecule'S Properties. GbRPR (2015)
Benoit Gaüzère, Luc Brun, Didier Villemin
Graph Kernel Encoding Substituents' Relative Positioning. ICPR (2014)
Pierre-Anthony Grenier, Luc Brun, Didier Villemin
A Graph Kernel Incorporating Molecule's Stereisomerism Information. ICPR (2014)
Pierre-Anthony Grenier, Luc Brun, Didier Villemin
Incorporating Molecule's Stereisomerism within the Machine Learning Framework. S+SSPR (2014)
Benoit Gaüzère, Luc Brun, Didier Villemin
Relevant Cycle Hypergraph Representation for Molecules. GbRPR (2013)
Benoit Gaüzère, Luc Brun, Didier Villemin
Noyau de Treelets appliqué aux graphes étiquetés et aux graphes de cycles. Rev. d'Intelligence Artif. 27 (1) (2013)
Pierre-Anthony Grenier, Luc Brun, Didier Villemin
Treelet Kernel Incorporating Chiral Information. GbRPR (2013)
Benoit Gaüzère, Luc Brun, Didier Villemin
Graph Kernels: Crossing Information from Different Patterns Using Graph Edit Distance. SSPR/SPR (2012)
Benoit Gaüzère, Luc Brun, Didier Villemin, Myriam Brun
Graph kernels based on relevant patterns and cycle information for chemoinformatics. ICPR (2012)
Benoit Gaüzère, Luc Brun, Didier Villemin
Two new graphs kernels in chemoinformatics. Pattern Recognit. Lett. 33 (15) (2012)
Benoit Gaüzère, Luc Brun, Didier Villemin
Two New Graph Kernels and Applications to Chemoinformatics. GbRPR (2011)
Luc Brun, Donatello Conte, Pasquale Foggia, Mario Vento, Didier Villemin
Symbolic Learning vs. Graph Kernels: An Experimental Comparison in a Chemical Application. ADBIS (Local Proceedings) (2010)
Latifa Douali, Didier Villemin, Driss Cherqaoui
Neural Networks: Accurate Nonlinear QSAR Model for HEPT Derivatives. J. Chem. Inf. Comput. Sci. 43 (4) (2003)
Didier Villemin, Driss Cherqaoui, Abdelhalim Mesbah
Predicting Carcinogenicity of Polycyclic Aromatic Hydrocarbons from Back-Propagation Neural Network. J. Chem. Inf. Comput. Sci. 34 (6) (1994)