The Resource Bisociative Knowledge Discovery : An Introduction to Concept, Algorithms, Tools, and Applications, edited by Michael R. Berthold, (electronic resource)

Bisociative Knowledge Discovery : An Introduction to Concept, Algorithms, Tools, and Applications, edited by Michael R. Berthold, (electronic resource)

Label
Bisociative Knowledge Discovery : An Introduction to Concept, Algorithms, Tools, and Applications
Title
Bisociative Knowledge Discovery
Title remainder
An Introduction to Concept, Algorithms, Tools, and Applications
Statement of responsibility
edited by Michael R. Berthold
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Summary
Modern knowledge discovery methods enable users to discover complex patterns of various types in large information repositories. However, the underlying assumption has always been that the data to which the methods are applied originates from one domain. The focus of this book, and the BISON project from which the contributions originate, is a network-based integration of various types of data repositories and the development of new ways to analyse and explore the resulting gigantic information networks. Instead of seeking well-defined global or local patterns, the aim was to find domain-bridging associations. These are particularly interesting if they are sparse and have not been encountered before. The 32 contributions presented in this state-of-the-art survey, together with a detailed introduction to the book, are organized in topical sections on bisociation; representation and network creation; network analysis; exploration; and applications and evaluation.
Member of
Is Subseries of
Dewey number
006.3/12
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
VnAQtSZbrdc
Image bit depth
0
Language note
English
LC call number
Q334-342
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Berthold, Michael R.
Series statement
  • Lecture notes in computer science,
  • LNCS sublibrary.
  • Lecture Notes in Artificial Intelligence
Series volume
  • 7250
  • 7250
http://library.link/vocab/subjectName
  • Artificial intelligence
  • Data mining
  • Computer science
  • Optical pattern recognition
  • Computer Communication Networks
  • Artificial Intelligence
  • Data Mining and Knowledge Discovery
  • Information Systems Applications (incl. Internet)
  • User Interfaces and Human Computer Interaction
  • Pattern Recognition
  • Computer Communication Networks
Label
Bisociative Knowledge Discovery : An Introduction to Concept, Algorithms, Tools, and Applications, edited by Michael R. Berthold, (electronic resource)
Instantiates
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Dimensions
unknown
Edition
1st ed. 2012.
Extent
1 online resource (IX, 485 p. 146 illus.)
File format
multiple file formats
Form of item
online
Governing access note
Open Access
Isbn
9783642318306
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/978-3-642-31830-6
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (SSID)ssj0000697459
  • (PQKBManifestationID)11481986
  • (PQKBTitleCode)TC0000697459
  • (PQKBWorkID)10690324
  • (PQKB)11566111
  • (DE-He213)978-3-642-31830-6
  • (MiAaPQ)EBC3071053
  • (EXLCZ)993400000000085381
Label
Bisociative Knowledge Discovery : An Introduction to Concept, Algorithms, Tools, and Applications, edited by Michael R. Berthold, (electronic resource)
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Dimensions
unknown
Edition
1st ed. 2012.
Extent
1 online resource (IX, 485 p. 146 illus.)
File format
multiple file formats
Form of item
online
Governing access note
Open Access
Isbn
9783642318306
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/978-3-642-31830-6
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (SSID)ssj0000697459
  • (PQKBManifestationID)11481986
  • (PQKBTitleCode)TC0000697459
  • (PQKBWorkID)10690324
  • (PQKB)11566111
  • (DE-He213)978-3-642-31830-6
  • (MiAaPQ)EBC3071053
  • (EXLCZ)993400000000085381

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