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

DOI10.1016/j.patcog.2014.07.029zbMath1373.68319OpenAlexW1977474673MaRDI QIDQ1677061

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

Publication date: 10 November 2017

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2014.07.029

zbMATH Keywords

machine learninggraph kernelchemoinformatics

Mathematics Subject Classification ID

Applications of graph theory (05C90) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Related Items (1)

Preface of special issue on ``Graph-based processing for pattern recognition

Uses Software

• AFGen
• SimpleMKL

Cites Work

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• On the editing distance between unordered labeled trees
• Union of all the minimum cycle bases of a graph
• Graph kernels based on tree patterns for molecules
• Speeding Up Graph Edit Distance Computation through Fast Bipartite Matching
• Relevant Cycle Hypergraph Representation for Molecules
• Treelet Kernel Incorporating Chiral Information
• Bridging the Gap between Graph Edit Distance and Kernel Machines

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