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Data clustering :algorithms and appl...

Aggarwal, Charu C.

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:	xxvi, 622 p. :ill. ;26 cm.
標題:	Document clustering.
ISBN:	9781466558212 (hbk.) :

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. - xxvi, 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 (hbk.) :NT$2866

LCCN: 2013008698Subjects--Topical Terms:

362149
Document clustering.

LC Class. No.: QA278 / .D294 2014

Dewey Class. No.: 519.5/35

Data clustering :algorithms and applications /
LDR:01428cam a2200241 a 4500 001 427313
003 DLC
005 20140818101431.0
008 140917s2014 flua b 001 0 eng
010 $a 2013008698
020 $a 9781466558212 (hbk.) : $c NT$2866
020 $a 1466558210 (hbk.)
035 $a 2013008698
040 $a DLC $b eng $c DLC $d DLC
042 $a pcc
050 0 0 $a QA278 $b .D294 2014
082 0 0 $a 519.5/35 $2 23
084 $a BUS061000 $a COM021030 $a COM037000 $2 bisacsh
245 0 0 $a Data clustering : $b algorithms and applications / $c edited by Charu C. Aggarwal, Chandan K. Reddy.
260 $a Boca Raton : $b Chapman and Hall/CRC, $c c2014.
300 $a xxvi, 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 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
650 7 $a BUSINESS & ECONOMICS / Statistics. $2 bisacsh $3 616802
650 7 $a COMPUTERS / Database Management / Data Mining. $2 bisacsh $3 670958
650 7 $a COMPUTERS / Machine Theory. $2 bisacsh $3 671296
700 1 $a Aggarwal, Charu C. $3 264940
700 1 $a Reddy, Chandan K., $d 1980- $3 671295