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Conference

A Differentiable Approximation of the Graph Edit Distance ; Une approximation différentiable de la distance d'édition.

Subjects: Graph Edit Distance Sinkhorn Algorithm Differentiable Solver; Graph Edit Distance; Sinkhorn AlgorithmVenise (IT); Italy

  • Source: LNCS ; Statistical Techniques in Pattern Recognition and Structural and Syntactic Pattern Recognition S+SSPR ; https://normandie-univ.hal.science/hal-04740015 ; Statistical Techniques in Pattern

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Conference

Maximal Independent Sets for Pooling in Graph Neural Networks

Subjects: Graph Neural Networks; Graph Pooling; Graph ClassificationVietri Sul Mare; Italy

  • Source: 13th IAPR-TC15 International Workshop on Graph-Based Representations in Pattern Recognition (GbR 2023)https://hal.science/hal-0416086013th IAPR-TC15

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Conference

Graph Normalizing Flows to Pre-image Free Machine Learning for Regression

Subjects: Graph Normalizing Flows; Pre-image problem; RegressionSalerno; Italy

  • Source: Lecture Notes in Computer Science ; 13th IAPR-TC15 International Workshop on Graph-Based Representations in Pattern Recognition ; https://hal.science/hal-04189301 ; 13th

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Conference

Bridging Distinct Spaces in Graph-based Machine Learning

Subjects: Graph Spaces Alignment; Graph Edit Distances (GEDs); Metric LearningKitakyushu; Japan

  • Source: 7th Asian Conference on Pattern Recognition (ACPR2023)https://normandie-univ.hal.science/hal-041946447th Asian Conference on Pattern Recognition (ACPR2023), Nov 2023, Kitakyushu, Japan.

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Conference

Maximal Independent Vertex Set applied to Graph Pooling

Subjects: Graph Neural Networks; Graph Pooling; Graph ClassificationMontréalMontréal, Canada

  • Source: Structural and Syntactic Pattern Recognition (SSPR) ; https://hal.science/hal-03739114 ; Structural and Syntactic Pattern Recognition (SSPR), Aug 2022, Montréal, Canada

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Conference

Timed Output Synchronized Petri Nets and basics of Synchronized State Class Graph

Subjects: Timed Petri net; Synchronized Petri net; State ClassRio de janeiro; Brazil

  • Source: 17th Workshop on Discrete Event Systems (WODES’24)https://hal.science/hal-0460051617th Workshop on Discrete Event Systems (WODES’24), Apr 2024, Rio de janeiro, Brazil

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Conference

A Graph Pre-image Method Based on Graph Edit Distances

Subjects: Graph Edit Distance; Pre-image problem; Machine LearningVenise; Italy

  • Source: Proceedings of IAPR Joint International Workshops on Statistical techniques in Pattern Recognition (SPR 2020) and Structural and Syntactic Pattern Recognition (SSPR 2020). ;

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Book

Assisting Data Retrieval with a Drug Knowledge Graph

Subjects: Drug Information Retrieval; Knowledge Graph; Semantic Network

  • Source: Informatics and Technology in Clinical Care and Public Health ; https://hal.sorbonne-universite.fr/hal-03545818 ; Informatics and Technology in Clinical Care and Public Health, IOS Press, 2022,

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