Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier.
2017
.
Chemoinformatics and stereoisomerism: A stereo graph kernel together with three new extensions
.
Pattern Recognition Letters
,
87
222 - 230
.
abstract
,
bibtex
,ScienceDirect.
Grenier, Pierre Anthony, Brun, Luc & Villemin, Didier.
2016
(
December
).
Taking into Account Stereoisomerism in the Prediction of Molecular Properties
. Pages:
1543-1548
of:
Proceedings of ICPR 2016
Cancun
:
IEEE
,
IAPR
.
bibtex
,PDF, HAL.
Gauzere, Benoit, Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier.
2015
.
Treelet kernel incorporating cyclic, stereo and inter pattern information in Chemoinformatics
.
Pattern Recognition
,
48
(
2
),
356-367
.
abstract
,
bibtex
,HAL, Pdf.
Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier.
2015
(
May
).
From bags to graphs of stereo subgraphs in order to predict molecule's properties
. Pages:
305-314
of: Cheng-Lin Liu, Bin Luo, Walter G. Kropatsch and Jian Cheng editors. (eds),
Proceedings of the 10 th IAPR-TC15 Workshop on
Graph-based Representations (GbR) in Pattern Recognition
Bejing, China
:
Springer International Publishing
,
IAPR TC15
.
abstract
,
bibtex
,HAL, ResearchGate.
Gauzere, Benoit, Brun, Luc & Villemin, Didier.
2014
(
Sep
).
Graph kernel encoding substituents relative positioning
. Pages:
6 p.
of:
Proceedings of International Conference on Pattern Recognition (ICPR), 2014
,
Stockholm(SE)
.
abstract
,
bibtex
,HAL, Pdf.
Gauzere, Benoit, Brun, Luc & Villemin, Didier.
2014
(
Jun
).
Representation des cycles d'une molecule sous forme d'hypergraphe
.
Actes de la conference RFIA 2014
,
Rouen, France
.
abstract
,
bibtex
,Description, pdf.
Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier.
2014
(
Jun
).
Un noyau sur graphe prenant en compte la stereoisomerie des molecules
.
Actes de la conference RFIA 2014
,
France
.
abstract
,
bibtex
,Description, pdf.
Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier.
2014
(
Aug
).
A Graph Kernel incorporating molecule's stereisomerism information
. Pages:
-
of:
Proceedings of ICPR 2014
,
Stockholm, Suede
.
abstract
,
bibtex
,HAL.
Gauzere, Benoit, Bougleux, Sebastien, Riesen, Kaspar & Brun, Luc.
2014
(
August 20-22
).
Approximate Graph Edit Distance Guided by Bipartite Matching of Bags of Walks
. Pages:
73--82
of:
Structural, Syntactic, and Statistical Pattern Recognition - JointIAPR International Workshop, S+SSPR 2014. Proceedings
,
Joensuu, Finland
.
bibtex
,DOI, HAL, Pdf.
Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2014
.
Quantitative Graph Theory: Mathematical Foundations and Applications
.
Discrete Mathematics and Its Applications
CRC Press
. Chap.
Graph kernels in chemoinformatics
.
bibtex
,Draft version(pdf).
Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier.
2014
(
August 20-22
).
Incorporating Molecule's Stereisomerism within the Machine Learning Framework
. Pages:
12--21
of:
Structural, Syntactic, and Statistical Pattern Recognition - JointIAPR International Workshop, S+SSPR 2014. Proceedings
,
Joensuu, Finland
.
bibtex
,LNCS, HAL.
Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2013
(
Oct
).
A new hypergraph molecular representation
. Pages:
1
of:
Actes des 6 iemes Journees de la Chemoinformatique.
,
Nancy, France
.
abstract
,
bibtex
,abstract, pdf.
Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier.
2013
(
Oct
).
Chiral Kernel : Taking into account stereoisomerism
.
6emes journees de la Societe Francaise de Chemoinformatique (SFCi)
,
Nancy, France
.
abstract
,
bibtex
,HAL, PDF.
Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier.
2013
(
May
).
Treelet Kernel Incorporating Chiral Information
.
9th IAPR-TC15 International Workshop on Graph-based Representations in Pattern Recognition
,
Vienne, Autriche
.
abstract
,
bibtex
,Abstact, PDF.
Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2013
.
Noyau de Treelets applique aux graphes etiquetes et aux graphes de cycles
.
Revue d'Intelligence Artificielle
,
27
(
1
),
121-144
.
abstract
,
bibtex
,RIA Online, HAL.
Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2012
.
Two new graphs kernels in chemoinformatics
.
Pattern Recognition Letters
,
33
(
15
),
2038-2047
.
abstract
,
bibtex
,ScienceDirect, HAL.
Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2012
(
Jan.
).
Noyau de Treelets Applique aux Graphes Etiquetes
.
Actes de RFIA 2012
AFRIF
,
Lyon, France
.
abstract
,
bibtex
,paper (pdf).
Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2012
(
November
).
Graph Kernels Based on Relevant Patterns and Cycle Information for Chemoinformatics
. Pages:
1775-1778
of:
Proceedings of ICPR 2012
Tsukuba, Japan
:
IEEE
,
IAPR
.
bibtex
,Abstract and Pdf.
Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2012
(
November
).
Graph Kernels: Crossing Information from Different Patterns using Graph Edit Distance
. Pages:
42-50
of: A. Imiya et al. editor. (eds),
Proceedings of S+SSPR2012
Miyajima-Itsukushima, Hiroshima, Japan
:
Springer
,
IAPR TC 2
.
bibtex
,Abstract and Pdf.
Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2011
(
May
).
Deux nouveaux noyaux sur Graphes et leurs applications en chimioinformatique
. Pages:
28-39
of:
Apprentissage et Graphes pour les Systemes complexes (AGS) 2011
AFIA
.
bibtex
,Abstract and Pdf.
Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2011
(
May
).
Two new Graph Kernels and Applications to Chemoinformatics
. Pages:
112-122
of: Xiaoyi Jiang, Miquel Ferrer and Andrea Torsello editors. (eds),
In 8th IAPR - TC-15 Workshop on Graph-based
Representations in Pattern Recognition (GBR'11)
.
bibtex
,Abstract and Pdf.