The journey of graph kernels through two decades
type: Item
instance of: scholarly article
title: The journey of graph kernels through two decades
zbMATH Open document ID: 1382.68191
author: Swarnendu Ghosh
author: Nibaran Das
author: Teresa Gonçalves
author: Paulo Quaresma
author: Mahantapas Kundu
published in: Computer Science Review
publication date: 2018-03-22T00:00:00Z
Mathematics Subject Classification ID: 68T05
Mathematics Subject Classification ID: 68P05
Mathematics Subject Classification ID: 68R10
Mathematics Subject Classification ID: 68-02
zbMATH DE Number: 6852225
zbMATH Keywords: graph kernels
zbMATH Keywords: support vector machines
zbMATH Keywords: graph similarity
zbMATH Keywords: isomorphism
describes a project that uses: nauty
describes a project that uses: graph2vec
describes a project that uses: AFGen
describes a project that uses: Algorithm 457
MaRDI profile type: Publication
full work available at URL: j.cosrev.2017.11.002
OpenAlex ID: W2776454016
cites work: Q4436415
cites work: Graph kernels
cites work: Theory of Reproducing Kernels
cites work: Q3093306
cites work: Q4808935
cites work: Q4198056
cites work: Edit distance-based kernel functions for structural pattern classification
cites work: A graph distance metric based on the maximal common subgraph
cites work: A graph distance metric combining maximum common subgraph and minimum common supergraph
cites work: Enumerating all connected maximal common subgraphs in two graphs
cites work: Algorithm 457: finding all cliques of an undirected graph
cites work: Inexact graph matching for structural pattern recognition
cites work: Open problems of Paul Erd�s in graph theory
cites work: Logical Approaches to Computational Barriers
cites work: Automatic learning of cost functions for graph edit distance
cites work: Learning Theory and Kernel Machines
cites work: Q4523707
cites work: Q5689624
cites work: Graph kernels based on tree patterns for molecules
cites work: Q5396694
cites work: Propagation kernels: efficient graph kernels from propagated information
cites work: Image Classification Using Marginalized Kernels for Graphs
Wikidata QID: Q56688183
DBLP publication ID: journals/csr/GhoshDGQK18
DOI: 10.1016/J.COSREV.2017.11.002
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description: scientific article; zbMATH DE number 6852225