Didier Villemin

According to our database, Didier Villemin authored at least 18 papers between 1994 and 2017.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2017

Chemoinformatics and stereoisomerism: A stereo graph kernel together with three new extensions.

Pierre-Anthony Grenier, Luc Brun, Didier Villemin

Pattern Recognit. Lett., 2017

2016

Taking into account stereoisomerism in the prediction of molecular properties.

Pierre-Anthony Grenier, Luc Brun, Didier Villemin

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Molecular modeling: Application of Support Vector Machines and Decision trees for anti-HIV activity prediction of organic compounds.

Imane Bjij, Ismail Hdoufane, Abdellah Jarid, Driss Cherqaoui, Didier Villemin

Proceedings of the 5th International Conference on Multimedia Computing and Systems, 2016

2015

Treelet kernel incorporating cyclic, stereo and inter pattern information in chemoinformatics.

Benoit Gaüzère, Pierre-Anthony Grenier, Luc Brun, Didier Villemin

Pattern Recognit., 2015

From Bags to Graphs of Stereo Subgraphs in Order to Predict Molecule'S Properties.

Pierre-Anthony Grenier, Luc Brun, Didier Villemin

Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

2014

Incorporating Molecule's Stereisomerism within the Machine Learning Framework.

Pierre-Anthony Grenier, Luc Brun, Didier Villemin

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

A Graph Kernel Incorporating Molecule's Stereisomerism Information.

Pierre-Anthony Grenier, Luc Brun, Didier Villemin

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Graph Kernel Encoding Substituents' Relative Positioning.

Benoit Gaüzère, Luc Brun, Didier Villemin

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Noyau de Treelets appliqué aux graphes étiquetés et aux graphes de cycles.

Benoit Gaüzère, Luc Brun, Didier Villemin

Rev. d'Intelligence Artif., 2013

Treelet Kernel Incorporating Chiral Information.

Pierre-Anthony Grenier, Luc Brun, Didier Villemin

Proceedings of the Graph-Based Representations in Pattern Recognition, 2013

Relevant Cycle Hypergraph Representation for Molecules.

Benoit Gaüzère, Luc Brun, Didier Villemin

Proceedings of the Graph-Based Representations in Pattern Recognition, 2013

2012

Two new graphs kernels in chemoinformatics.

Benoit Gaüzère, Luc Brun, Didier Villemin

Pattern Recognit. Lett., 2012

Graph Kernels: Crossing Information from Different Patterns Using Graph Edit Distance.

Benoit Gaüzère, Luc Brun, Didier Villemin

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Graph kernels based on relevant patterns and cycle information for chemoinformatics.

Benoit Gaüzère, Luc Brun, Didier Villemin, Myriam Brun

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

Two New Graph Kernels and Applications to Chemoinformatics.

Benoit Gaüzère, Luc Brun, Didier Villemin

Proceedings of the Graph-Based Representations in Pattern Recognition, 2011

2010

Symbolic Learning vs. Graph Kernels: An Experimental Comparison in a Chemical Application.

Luc Brun, Donatello Conte, Pasquale Foggia, Mario Vento, Didier Villemin

Proceedings of the Local Proceedings of the Fourteenth East-European Conference on Advances in Databases and Information Systems, 2010

2003

Neural Networks: Accurate Nonlinear QSAR Model for HEPT Derivatives.

Latifa Douali, Didier Villemin, Driss Cherqaoui

J. Chem. Inf. Comput. Sci., 2003

1994

Predicting Carcinogenicity of Polycyclic Aromatic Hydrocarbons from Back-Propagation Neural Network.

Didier Villemin, Driss Cherqaoui, Abdelhalim Mesbah

J. Chem. Inf. Comput. Sci., 1994