Data clustering algorithms and applications / [edited by] Charu C. Aggarwal, Chandan K. Reddy.
| Other author | Aggarwal, Charu C. |
| Other author | Reddy, Chandan K., 1980- |
| Format | Electronic |
| Publication Info | Boca Raton : Chapman and Hall/CRC, [2014] |
| Description | xxv1, 622 pages : illustrations ; 26 cm. |
| Supplemental Content | Full text available from Ebook Central - Academic Complete |
| Subjects |
| Series | Chapman & Hall/CRC data mining and knowledge discovery series |
| Abstract | "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. |
| Bibliography note | Includes bibliographical references (pages 602-605) and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2013008698 |
| ISBN | 9781466558212 (hardback) |