BRIDGING THE GAP BETWEEN GRAPH EDIT..V68

BRIDGING THE GAP BETWEEN GRAPH EDIT..V68

Auteur: Bunke Horst, Neuhaus Michel
Éditeur: World Scientific Publishing Company
Année de publication: 2007
ISBN: 9789812708175

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Key Features:
  • A gentle introduction to the application of kernel machines to graph classification
  • Discusses the advantages of graph kernels over other approaches and shows how the kernel approach provides us with an elegant solution to one of the key problems of graph-based pattern recognition
  • Gives a detailed treatment of several error-tolerant kernel functions for graph classification applicable to arbitrary graph representations. The proposed kernels are less restrictive than most other kernels for graph matching
  • Accessible to researchers as well as non-experts, newcomers to the field, and students

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