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The Resource Bridging the gap between graph edit distance and kernel machines, Michel Neuhaus, Horst Bunke

Bridging the gap between graph edit distance and kernel machines, Michel Neuhaus, Horst Bunke

Label
Bridging the gap between graph edit distance and kernel machines
Title
Bridging the gap between graph edit distance and kernel machines
Statement of responsibility
Michel Neuhaus, Horst Bunke
Creator
Contributor
Subject
Language
eng
Summary
In graph-based structural pattern recognition, the idea is to transform patterns into graphs and perform the analysis and recognition of patterns in the graph domain - commonly referred to as graph matching. A large number of methods for graph matching have been proposed. Graph edit distance, for instance, defines the dissimilarity of two graphs by the amount of distortion that is needed to transform one graph into the other and is considered one of the most flexible methods for error-tolerant graph matching. This book focuses on graph kernel functions that are highly tolerant towards structura
Member of
http://library.link/vocab/creatorName
Neuhaus, Michel
Dewey number
006.6
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Bunke, Horst
Series statement
Series in machine perception and artificial intelligence
Series volume
v. 68
http://library.link/vocab/subjectName
  • Pattern recognition systems
  • Kernel functions
  • Matching theory
  • Machine learning
  • Graph theory
Label
Bridging the gap between graph edit distance and kernel machines, Michel Neuhaus, Horst Bunke
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 221-230) and index
Color
multicolored
Contents
1. Introduction -- 2. Graph matching -- 3. Graph edit distance -- 4. Kernel machines -- 5. Graph kernels -- 6. Experimental results -- 7. Conclusions
Control code
ocn666956663
Dimensions
unknown
Extent
1 online resource (xi, 232 pages)
Form of item
online
Isbn
9789812770202
Note
World Scientific Publishing
Other physical details
illustrations
Specific material designation
remote
System control number
(OCoLC)666956663
Label
Bridging the gap between graph edit distance and kernel machines, Michel Neuhaus, Horst Bunke
Publication
Bibliography note
Includes bibliographical references (pages 221-230) and index
Color
multicolored
Contents
1. Introduction -- 2. Graph matching -- 3. Graph edit distance -- 4. Kernel machines -- 5. Graph kernels -- 6. Experimental results -- 7. Conclusions
Control code
ocn666956663
Dimensions
unknown
Extent
1 online resource (xi, 232 pages)
Form of item
online
Isbn
9789812770202
Note
World Scientific Publishing
Other physical details
illustrations
Specific material designation
remote
System control number
(OCoLC)666956663

Library Locations

    • InternetBorrow it
      Albany, Auckland, 0632, NZ
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