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题名/责任者:

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

出版发行项:

Boca Raton : Chapman and Hall/CRC, 2014.

ISBN:

9781466558212 (hardback)

载体形态项:

xxv1, 622 p. : ill. ; 26 cm.

丛编说明:

Chapman & Hall/CRC data mining and knowledge discovery series

附加个人名称:

Aggarwal, Charu C.

附加个人名称:

Reddy, Chandan K.

论题主题:

Document clustering.

论题主题:

Cluster analysis.

论题主题:

Data mining.

论题主题:

Machine theory.

论题主题:

File organization (Computer science)

中图法分类号:

O212.4

书目附注:

Includes bibliographical references (p. 602-605) and index.

摘要附注:

"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"--

豆瓣简介：