The Resource Data clustering : algorithms and applications, edited by Charu C. Aggarwal, Chandan K. Reddy

Data clustering : algorithms and applications, edited by Charu C. Aggarwal, Chandan K. Reddy

Label
Data clustering : algorithms and applications
Title
Data clustering
Title remainder
algorithms and applications
Statement of responsibility
edited by Charu C. Aggarwal, Chandan K. Reddy
Contributor
Editor of compilation
Subject
Language
eng
Summary
"Clustering is a diverse topic, and the underlying algorithms depend greatly on the data domain and problem scenario. This book focuses on three primary aspects of data clustering: the core methods such as probabilistic, density-based, grid-based, and spectral clustering etc; different problem domains and scenarios such as multimedia, text, biological, categorical, network, and uncertain data as well as data streams; and different detailed insights from the clustering process because of the subjectivity of the clustering process, and the many different ways in which the same data set can be clustered"--
Member of
Assigning source
Provided by publisher
Cataloging source
DLC
Illustrations
  • illustrations
  • plates
Index
index present
LC call number
QA278
LC item number
.D294 2014
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1980-
http://library.link/vocab/relatedWorkOrContributorName
  • Aggarwal, Charu C.
  • Reddy, Chandan K.
Series statement
Chapman & Hall/CRC data mining and knowledge discovery series
http://library.link/vocab/subjectName
  • Document clustering
  • Cluster analysis
  • Data mining
  • Machine theory
  • File organization (Computer science)
Label
Data clustering : algorithms and applications, edited by Charu C. Aggarwal, Chandan K. Reddy
Instantiates
Publication
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier MARC source
rdacarrier
Content category
text
Content type MARC source
rdacontent
Dimensions
26 cm
Extent
xxvi, 622 pages, 4 unnumbered pages of plates
Isbn
9781466558212
Isbn Type
(hardback)
Lccn
2013008698
Media category
unmediated
Media MARC source
rdamedia
Other physical details
illustrations (some color)
System control number
  • 4231738-01okla_normanlaw
  • (SIRSI)4231738
  • (Sirsi) o783167698
  • (OCoLC)783167698
Label
Data clustering : algorithms and applications, edited by Charu C. Aggarwal, Chandan K. Reddy
Publication
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier MARC source
rdacarrier
Content category
text
Content type MARC source
rdacontent
Dimensions
26 cm
Extent
xxvi, 622 pages, 4 unnumbered pages of plates
Isbn
9781466558212
Isbn Type
(hardback)
Lccn
2013008698
Media category
unmediated
Media MARC source
rdamedia
Other physical details
illustrations (some color)
System control number
  • 4231738-01okla_normanlaw
  • (SIRSI)4231738
  • (Sirsi) o783167698
  • (OCoLC)783167698

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