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Data clustering : = algorithms and a...

Reddy, Chandan K., (1980-)

Data clustering : = algorithms and applications /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Data clustering :/ edited by Charu C. Aggarwal, Chandan K. Reddy.
其他題名:	algorithms and applications /
其他作者:	Aggarwal, Charu C.,
出版者:	Boca Raton :Chapman and Hall/CRC, : c2014.,
面頁冊數:	xxv1, 622 p. :ill. ; : 26 cm.;
標題:	Cluster analysis. -
ISBN:	9781466558212 (cloth) :

Data clustering : = algorithms and applications /
Data clustering :algorithms and applications /edited by Charu C. Aggarwal, Chandan K. Reddy. - Boca Raton :Chapman and Hall/CRC,c2014. - xxv1, 622 p. :ill. ;26 cm. - Chapman & Hall/CRC data mining and knowledge discovery series.

Includes bibliographical references and index.

"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"--

ISBN: 9781466558212 (cloth) :NT3196

LCCN: 2013008698Subjects--Topical Terms:

562949
Cluster analysis.

LC Class. No.: QA278 / .D294 2014

Dewey Class. No.: 519.5/35

Data clustering : = algorithms and applications /
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245 0 0 $a Data clustering : $b algorithms and applications / $c edited by Charu C. Aggarwal, Chandan K. Reddy.
260 # $a Boca Raton : $c c2014. $b Chapman and Hall/CRC,
300 $a xxv1, 622 p. : $b ill. ; $c 26 cm.
490 0 $a Chapman & Hall/CRC data mining and knowledge discovery series
504 $a Includes bibliographical references and index.
520 # $a "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"-- $c Provided by publisher.
650 # 0 $a Cluster analysis. $3 562949
650 # 0 $a Data mining. $3 528622
650 # 0 $a Document clustering. $3 599622
650 # 0 $a File organization (Computer science) $v Handbooks, manuals, etc. $3 906292
650 # 0 $a Machine theory. $3 527775
700 1 # $a Aggarwal, Charu C., $e editor of compilation. $3 981605
700 1 # $a Reddy, Chandan K., $d 1980- $e editor of compilation. $3 981606