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Data clusteringalgorithms and applic...

Aggarwal, Charu C.

Data clusteringalgorithms and applications /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Data clusteringedited 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 :CRC Press, Taylor & Francis Group,c2014.
面頁冊數:	1 online resource :ill.
標題:	Document clustering.
電子資源:	https://www.taylorfrancis.com/books/9781466558229
ISBN:	9781466558229$q(electronic bk.)

Data clusteringalgorithms and applications /
Data clusteringalgorithms and applications /[electronic resource] :edited by Charu C. Aggarwal, Chandan K. Reddy. - 1st ed. - Boca Raton :CRC Press, Taylor & Francis Group,c2014. - 1 online resource :ill. - Chapman & Hall/CRC data mining and knowledge discovery series. - 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--Provided by publisher.

ISBN: 9781466558229$q(electronic bk.)Subjects--Topical Terms:

362149
Document clustering.

LC Class. No.: QA278 / .D294 2014

Dewey Class. No.: 519.535

Data clusteringalgorithms and applications /
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245 0 0 $a Data clustering $h [electronic resource] : $b algorithms and applications / $c edited by Charu C. Aggarwal, Chandan K. Reddy.
250 $a 1st ed.
260 $a Boca Raton : $b CRC Press, Taylor & Francis Group, $c c2014.
300 $a 1 online resource : $b ill.
490 1 $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--Provided by publisher.
588 $a Description based on print version record.
650 0 $a Document clustering. $3 362149
650 0 $a Cluster analysis. $3 182711
650 0 $a Data mining. $3 184440
650 0 $a Machine theory. $3 199330
650 0 $a File organization (Computer science) $3 199305
700 1 $a Aggarwal, Charu C. $3 264940
700 1 $a Reddy, Chandan K., $d 1980- $3 671295
830 0 $a Chapman & Hall/CRC data mining and knowledge discovery series. $3 359990
856 4 0 $u https://www.taylorfrancis.com/books/9781466558229