Data clustering : algorithms and applications /: algorithms and applications. (©2014)

• Record Type: Book
• Further Information: Note: Edited by Charu C. Aggarwal, Chandan K. Reddy.
• Other Names: Aggarwal, Charu C; Reddy, Chandan K, 1980-
• Contents: 1. An introduction to cluster analysis / Charu C. Aggarwal -- 2. Feature selection for clustering : a review / Salem Alelyani, Jiliang Tang, and Huan Liu -- 3. Probabilistic models for clustering / Hongbo Deng and Jiawei Han -- 4. A survey of partitional and hierarchical clustering algorithms / Chandan K. Reddy and Bhanukiran Vinzamuri -- 5. Density-based clustering / Martin Ester -- 6. Grid-based clustering / Wei Cheng, Wei Wang, and Sandra Batista -- 7. Nonnegative matrix factorizations for clustering : a survey / Tao Li and Chris Ding -- 8. Spectral clustering / Jialu Liu and Jiawei Han -- 9. Clustering high-dimensional data / Arthur Zimek -- 10. A survey of stream clustering algorithms / Charu C. Aggarwal -- 11. Big data clustering / Hanghang Tong and U Kang -- 12. Clustering categorical data / Bill Andreopoulos -- 13. Document clustering : the next frontier / David C. Anastasiu, Andrea Tagarelli, and George Karypis -- 14. Clustering multimedia data / Shen-Fu Tsai [and four others] -- 15. Time-series data clustering / Dimitrios Kotsakos [and three others] -- 16. Clustering biological data / Chandan K. Reddy, Mohammad Al Hasan, and Mohammed J. Zaki -- 17. Network clustering / Srinivasan Parthasarathy and S.M. Faisal -- 18. A survey of uncertain data clustering algorithms / Charu C. Aggarwal -- 19. Concepts of visual and interactive clustering / Alexander Hinneburg -- 20. Semisupervised clustering / Amrudin Agovic and Arindam Banerjee -- 21. Alternative clustering analysis : a review / James Bailey -- 22. Cluster ensembles : theory and applications / Joydeep Ghosh and Ayan Acharya -- 23. Clustering validation measures / Hui Xiong and Zhongmou Li -- 24. Educational and software resources for data clustering / Charu C. Aggarwal and Chandan K. Reddy.
• Publisher Details: Boca Raton, FL : CRC Press
• Publication Date: 2014
• Copyright Date: 2014
• Extent: 1 online resource (xxvi, 620 pages), illustrations
• Subjects: 519.535; Document clustering; Cluster analysis; Data mining; Machine theory; File organization (Computer science); Document clustering; Cluster analysis; Data mining; Machine theory; File organization (Computer science); Cluster analysis; Data mining; Document clustering; File organization (Computer science); Machine theory; Document clustering; Cluster analysis; Data mining; Machine theory; File organization (Computer science); Electronic books
• Languages: English
• ISBNs: 1466558210; 9781466558212; 9781466558229; 1466558229; 9781322631028; 1322631026
• Related ISBNs: 9781466558212
• Notes: Note: Includes bibliographical references.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.