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Benoit Gaüzère

52
Documents

Publications

A Study On The Stability of Graph Edit Distance Heuristics

Linlin Jia , Vincent Tognetti , Laurent Joubert , Benoit Gaüzère , Paul Honeine
Electronics, 2022, 11 (20), pp.3312. ⟨10.3390/electronics11203312⟩
Article dans une revue hal-03816056v1

Scalable generalized median graph estimation and its manifold use in bioinformatics, clustering, classification, and indexing

David Blumenthal , Nicolas Boria , Sébastien Bougleux , Luc Brun , Johann Gamper
Information Systems, 2021, 100, pp.101766. ⟨10.1016/j.is.2021.101766⟩
Article dans une revue hal-03195247v1
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graphkit-learn : a Python Library for Graph Kernels Based on Linear Patterns

Linlin Jia , Benoit Gaüzère , Paul Honeine
Pattern Recognition Letters, 2021, 143, pp.113-121. ⟨10.1016/j.patrec.2021.01.003⟩
Article dans une revue hal-03111016v1
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Fast linear sum assignment with error-correction and no cost constraints

Sébastien Bougleux , Benoit Gaüzère , David Blumenthal , Luc Brun
Pattern Recognition Letters, 2018, ⟨10.1016/j.patrec.2018.03.032⟩
Article dans une revue hal-02110718v1

Graph edit distance contest: Results and future challenges

Zeina Abu-Aisheh , Benoit Gaüzère , Sébastien Bougleux , Jean-Yves Ramel , Luc Brun
Pattern Recognition Letters, 2017, 100, pp.96-103. ⟨10.1016/j.patrec.2017.10.007⟩
Article dans une revue hal-01624592v1

Graph edit distance as a quadratic assignment problem

Sébastien Bougleux , Luc Brun , Vincenzo Carletti , Pasquale Foggia , Benoit Gaüzère
Pattern Recognition Letters, 2017, 87, pp.38 - 46. ⟨10.1016/j.patrec.2016.10.001⟩
Article dans une revue hal-01613964v1
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Treelet kernel incorporating cyclic, stereo and inter pattern information in Chemoinformatics

Benoit Gaüzère , Pierre-Anthony Grenier , Luc Brun , Didier Villemin
Pattern Recognition, 2014, 30 p. ⟨10.1016/j.patcog.2014.07.029⟩
Article dans une revue hal-01066295v1
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Noyau de Treelets appliqué aux graphes étiquetés et aux graphes de cycles

Benoit Gaüzère , Luc Brun , Didier Villemin
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2013, 27 (1), pp.121-144. ⟨10.3166/ria.27.121-144⟩
Article dans une revue hal-00847279v1
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Two New Graphs Kernels in Chemoinformatics

Benoit Gaüzère , Luc Brun , Didier Villemin
Pattern Recognition Letters, 2012, 33 (15), pp.2038-2047
Article dans une revue hal-00773283v1
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Bridging Distinct Spaces in Graph-based Machine Learning

Linlin Jia , Xiao Ning , Benoit Gaüzère , Paul Honeine , Kaspar Riesen
7th Asian Conference on Pattern Recognition (ACPR2023), Nov 2023, Kitakyushu, Japan. ⟨10.1007/978-3-031-47637-2_1⟩
Communication dans un congrès hal-04194644v2
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Maximal Independent Sets for Pooling in Graph Neural Networks

Stevan Stanovic , Benoit Gaüzère , Luc Brun
13th IAPR-TC15 International Workshop on Graph-Based Representations in Pattern Recognition (GbR 2023), Sep 2023, Vietri Sul Mare, Italy. ⟨10.1007/978-3-031-42795-4_11⟩
Communication dans un congrès hal-04160860v1
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A differentiable approximation for the Linear Sum Assignment Problem with Edition

Luc Brun , Benoît Gaüzère , Guillaume Renton , Sébastien Bougleux , Florian Yger
26th International Conference on Pattern Recognition, Aug 2022, Montréal, France
Communication dans un congrès hal-03768664v1
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Ensemble de sommets indépendant maximal appliqué au pooling sur graphes

Stevan Stanovic , Benoit Gaüzère , Luc Brun
Congrès Reconnaissance des Formes, Image, Apprentissage et Perception ( RFIAP), Jul 2022, VANNES, France
Communication dans un congrès hal-03696263v1
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Normalizing Flow appliqué aux problèmes de pré-image de noyau

Clément Glédel , Benoit Gaüzère , Paul Honeine
24-ème Conférence d’Apprentissage automatique (CAp), Jul 2022, Vannes, France. pp.1-10
Communication dans un congrès hal-03749104v1
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Maximal Independent Vertex Set applied to Graph Pooling

Stevan Stanovic , Benoit Gaüzère , Luc Brun
Structural and Syntactic Pattern Recognition (SSPR), Aug 2022, Montréal, Canada
Communication dans un congrès hal-03739114v1
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A Graph Pre-image Method Based on Graph Edit Distances

Linlin Jia , Benoit Gaüzère , Paul Honeine
Proceedings of IAPR Joint International Workshops on Statistical techniques in Pattern Recognition (SPR 2020) and Structural and Syntactic Pattern Recognition (SSPR 2020)., Jan 2021, Venise, Italy. ⟨10.1007/978-3-030-73973-7_21⟩
Communication dans un congrès hal-03128660v2
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Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective

Muhammet Balcilar , Renton Guillaume , Pierre Héroux , Benoit Gaüzère , Sébastien Adam
Proceedings of the International Conference on Learning Representations (ICLR), May 2021, Vienna, Austria
Communication dans un congrès hal-03135633v1
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A Metric Learning Approach to Graph Edit Costs for Regression

Linlin Jia , Benoit Gaüzère , Florian Yger , Paul Honeine
Proceedings of IAPR Joint International Workshops on Statistical techniques in Pattern Recognition (SPR 2020) and Structural and Syntactic Pattern Recognition (SSPR 2020), Jan 2021, Venise, Italy. ⟨10.1007/978-3-030-73973-7_23⟩
Communication dans un congrès hal-03128664v1
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Spectral-designed depthwise separable graph neural networks

Muhammet Balcilar , Guillaume Renton , Pierre Héroux , Benoit Gaüzère , Sébastien Adam
Proceedings of Thirty-seventh International Conference on Machine Learning (ICML 2020) - Workshop on Graph Representation Learning and Beyond (GRL+ 2020), Jul 2020, Vienna, Austria
Communication dans un congrès hal-03088372v1
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Graph Neural Network for Symbol Detection on Document Images

Guillaume Renton , Pierre Héroux , Sébastien Adam , Benoit Gaüzère
13th IAPR International Workshop on Graphics Recognition, Sep 2019, Sydney, Australia
Communication dans un congrès hal-02490877v1
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Generalized Median Graph via Iterative Alternate Minimizations

Nicolas Boria , Sébastien Bougleux , Benoit Gaüzère , Luc Brun
IAPR International workshop on Graph-Based Representation in Pattern Recognition, Donatello Conte, Jean-Yves Ramel,, Jun 2019, Tours, France. pp.99-109, ⟨10.1007/978-3-030-20081-7_10⟩
Communication dans un congrès hal-02162838v1
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Apprentissage profond pour l'approximation d'une distance d'édition entre graphes

Guillaume Renton , Benoît Gaüzère , Pierre Héroux , Sébastien Adam
Conférence sur l'Apprentissage Automatique, Jun 2018, Rouen, France
Communication dans un congrès hal-02057866v1
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Approximate Graph Edit Distance by Several Local Searches in Parallel

Évariste Daller , Sébastien Bougleux , Benoit Gaüzère , Luc Brun
7th International Conference on Pattern Recognition Applications and Methods, Jan 2018, Funchal, Madeira, Portugal
Communication dans un congrès hal-01664529v1
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A Hungarian Algorithm for Error-Correcting Graph Matching

Sébastien Bougleux , Benoit Gaüzère , Luc Brun
11th IAPR-TC-15 International Workshop on Graph-Based Representation in Pattern Recognition (GbRPR 2017), Pasquale Foggia, May 2017, AnaCapri, Italy. pp.118-127, ⟨10.1007/978-3-319-58961-9_11⟩
Communication dans un congrès hal-01540920v1
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Graph Edit Distance as a Quadratic Program

Sébastien Bougleux , Benoit Gaüzère , Luc Brun
ICPR 2016 23rd International Conference on Pattern Recognition, Dec 2016, Cancun, Mexico
Communication dans un congrès hal-01418937v1
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Approximating Graph Edit Distance using GNCCP

Benoît Gaüzère , Sébastien Bougleux , Luc Brun
Structural, Syntactic, and Statistical Pattern Recognition, Nov 2016, Mérida, Mexico. pp.496--506
Communication dans un congrès hal-01418936v1

Appariement d’ensembles avec édition : Application à la distance d’édition bipartie entre graphes

Sébastien Bougleux , Benoit Gaüzère , Luc Brun
20ème Congrès National sur la Reconnaissance des Formes et l'Intelligence Artificielle, Jun 2016, Clermont Ferrand, France
Communication dans un congrès hal-01613979v1

Human action recognition using an improved string edit distance

Pasquale Foggia , Benoit Gaüzère , Alessia Saggese , Mario Vento
2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Aug 2015, Karlsruhe, Germany. pp.1-6
Communication dans un congrès hal-02128518v1

Semantic Web Technologies for Object Tracking and Video Analytics

Benoit Gaüzère , Claudia Greco , Pierluigi Ritrovato , Alessia Saggese , Mario Vento
Advances in Visual Computing, 2015, Las Vegas, United States. pp.574-585
Communication dans un congrès hal-02128521v1
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Approximate Graph Edit Distance Computation Combining Bipartite Matching and Exact Neighborhood Substructure Distance

Vincenzo Carletti , Benoit Gaüzère , Luc Brun , Mario Vento
Graph-Based Representation in Pattern Recognition, Cheng-Lin Liu ; Bin Luo; Walter G. Kropatsch; Jian Cheng, May 2015, Bejing, China. pp.188 - 197, ⟨10.1007/978-3-319-18224-7_19⟩
Communication dans un congrès hal-01389626v1

Human Tracking Using a Top-Down and Knowledge Based Approach

Benoit Gaüzère , Pierluigi Ritrovato , Alessia Saggese , Mario Vento
International Conference on Image Analysis and Processing, 2015, Genova, France. pp.257-267
Communication dans un congrès hal-02128516v1
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Graph kernel encoding substituents' relative positioning

Benoit Gaüzère , Luc Brun , Didier Villemin
International Conference on Pattern Recognition (ICPR), Aug 2014, Stockholm, Sweden. 6 p
Communication dans un congrès hal-01066389v1
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Représentation des cycles d'une molécule sous forme d'hypergraphe

Benoit Gaüzère , Luc Brun , Didier Villemin
Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, Rouen, France
Communication dans un congrès hal-00989071v1
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Approximate Graph Edit Distance Guided by Bipartite Matching of Bags of Walks

Benoit Gaüzère , Sébastien Bougleux , Kaspar Riesen , Luc Brun
Structural, Syntactic, and Statistical Pattern Recognition (S+SSPR),, Aug 2014, Joensuu, Finland. pp.73-82
Communication dans un congrès hal-01066384v1
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A Comparison of Explicit and Implicit Graph Embedding Methods for Pattern Recognition

Donatello Conte , Jean-Yves Ramel , Nicolas Sidère , Muhammad Muzzamil Luqman , Benoit Gaüzère
9th IAPR - TC 15 workshop on Graph Based Repesentations in Pattern Recognition, May 2013, Vienne, Austria. pp.81
Communication dans un congrès hal-00829226v1
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A new hypergraph molecular representation

Benoit Gaüzère , Luc Brun , Didier Villemin
6 ièmes Journées de la Chémoinformatique., Oct 2013, Nancy, France. pp.1
Communication dans un congrès hal-00867298v1
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Relevant Cycle Hypergraph Representation for Molecules

Benoit Gaüzère , Luc Brun , Didier Villemin
9th IAPR-TC-15 Graph-Based Representations in Pattern Recognition, May 2013, Austria. pp.111
Communication dans un congrès hal-00829227v1
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Graph Kernels: Crossing Information from Different Patterns using Graph Edit Distance

Benoit Gaüzère , Luc Brun , Didier Villemin
Joint IAPR International Workshop, SSPR & SPR 2012, Nov 2012, Hiroshima, Japan. pp.42-50, ⟨10.1007/978-3-642-34166-3_5⟩
Communication dans un congrès hal-00768658v1
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Implicit and Explicit Graph Embedding: Comparison of both Approaches on Chemoinformatics Applications

Benoit Gaüzère , Hasegawa Makoto , Luc Brun , Salvatore Tabbone
Joint IAPR International Workshop, SSPR & SPR 2012, Nov 2012, Hiroshima, Japan. pp.510-518, ⟨10.1007/978-3-642-34166-3_56⟩
Communication dans un congrès hal-00768654v1
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Noyau de Treelets Appliqué aux Graphes Étiquetés

Benoit Gaüzère , Luc Brun , Didier Villemin
RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3
Communication dans un congrès hal-00656519v1
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Shape Similarity based on Combinatorial Maps and a Tree Pattern Kernel

Luc Brun , Sébastien Bougleux , François-Xavier Dupé , Benoit Gaüzère , Myriam Mokhtari
21st International Conference on Pattern Recognition, Nov 2012, Tsukuba, Japan. pp.000-0000
Communication dans un congrès hal-00768662v1
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Graph Kernels Based on Relevant Patterns and Cycle Information for Chemoinformatics

Benoit Gaüzère , Luc Brun , Didier Villemin , Myriam Mokhtari
International Conference on Pattern Recognition (ICPR) 2012, Nov 2012, Tsukuba, Japan. pp.000-0000
Communication dans un congrès hal-00768652v1
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Two New Graph Kernels and Applications to Chemoinformatics

Benoit Gaüzère , Luc Brun , Didier Villemin
8th IAPR-TC15 International Workshop, May 2011, Münster, Germany. pp.112, ⟨10.1007/978-3-642-20844-7⟩
Communication dans un congrès hal-00596506v1
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Deux nouveaux noyaux sur graphes et leurs applications en chimioinformatique

Benoit Gaüzère , Luc Brun , Didier Villemin
CAp 2011 --- Conférence Francophone d'Apprentissage 2011, May 2011, Chambéry, France. pp.AGS 5
Communication dans un congrès hal-00596513v1
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Graph kernels in chemoinformatics

Benoit Gaüzère , Luc Brun , Didier Villemin
Matthias Dehmer and Frank Emmert-Streib. Quantitative Graph Theory Mathematical Foundations and Applications, CRC Press, pp.425-470, 2015, 978-1-4665-8451-8
Chapitre d'ouvrage hal-01201933v1
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Graph Kernels in chemoinformatics

Benoit Gaüzère , Luc Brun , Didier Villemin
Matthias Dehmer and Frank Emmert-Streib. Quantitative Graph Theory: Mathematical Foundations and Applications, Taylor & Francis Group, 2014, 978-1-4665-8451-8
Chapitre d'ouvrage hal-01921549v1