The Resource Statistical and machine learning approaches for network analysis, edited by Matthias Dehmer, Subhash C. Basak, (ebook)

Statistical and machine learning approaches for network analysis, edited by Matthias Dehmer, Subhash C. Basak, (ebook)

Label
Statistical and machine learning approaches for network analysis
Title
Statistical and machine learning approaches for network analysis
Statement of responsibility
edited by Matthias Dehmer, Subhash C. Basak
Contributor
Subject
Genre
Language
eng
Summary
"This book explores novel graph classes and presents novel methods to classify networks. It particularly addresses the following problems: exploration of novel graph classes and their relationships among each other; existing and classical methods to analyze networks; novel graph similarity and graph classification techniques based on machine learning methods; and applications of graph classification and graph mining. Key topics are addressed in depth including the mathematical definition of novel graph classes, i.e. generalized trees and directed universal hierarchical graphs, and the application areas in which to apply graph classes to practical problems in computational biology, computer science, mathematics, mathematical psychology, etc"--
Assigning source
Provided by publisher
Cataloging source
MiAaPQ
Dewey number
511/.5
Illustrations
illustrations
Index
index present
LC call number
Q180.55.S7
LC item number
S73 2012
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
  • 1968-
  • 1945-
http://library.link/vocab/relatedWorkOrContributorName
  • Dehmer, Matthias
  • Basak, Subhash C.
  • NC Live eBook Central
  • ProQuest (Firm)
http://library.link/vocab/subjectName
  • Research
  • Machine theory
  • Communication
  • Information science
Label
Statistical and machine learning approaches for network analysis, edited by Matthias Dehmer, Subhash C. Basak, (ebook)
Link
https://www.nclive.org/cgi-bin/nclsm?url=https://ebookcentral.proquest.com/lib/cmlibrary-ebooks/detail.action?docID=894394
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Dimensions
unknown
Extent
xii, 331 p.
Form of item
  • online
  • electronic
Other physical details
ill.
Reproduction note
Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.
Specific material designation
remote
System control number
  • EBC894394
  • (MiAaPQ)EBC894394
  • (Au-PeEL)EBL894394
  • (CaPaEBR)ebr10575598
  • (CaONFJC)MIL371402
  • (OCoLC)779740472
Label
Statistical and machine learning approaches for network analysis, edited by Matthias Dehmer, Subhash C. Basak, (ebook)
Link
https://www.nclive.org/cgi-bin/nclsm?url=https://ebookcentral.proquest.com/lib/cmlibrary-ebooks/detail.action?docID=894394
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Dimensions
unknown
Extent
xii, 331 p.
Form of item
  • online
  • electronic
Other physical details
ill.
Reproduction note
Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.
Specific material designation
remote
System control number
  • EBC894394
  • (MiAaPQ)EBC894394
  • (Au-PeEL)EBL894394
  • (CaPaEBR)ebr10575598
  • (CaONFJC)MIL371402
  • (OCoLC)779740472

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