Data clustering : algorithms and applications /: algorithms and applications. (2018)
- Record Type:
- Book
- Title:
- Data clustering : algorithms and applications /: algorithms and applications. (2018)
- Main Title:
- Data clustering : algorithms and applications
- Further Information:
- Note: Edited by Charu C. Aggarwal, Chandan K. Reddy.
- Other Names:
- Aggarwal, Charu C editor of compilation.
Reddy, Chandan K 1980- editor of compilation. - Contents:
- An Introduction to Cluster Analysis Charu C. Aggarwal Feature Selection for Clustering: A Review Salem Alelyani, Jiliang Tang, and Huan Liu Probabilistic Models for Clustering Hongbo Deng and Jiawei Han A Survey of Partitional and Hierarchical Clustering Algorithms Chandan K. Reddy and Bhanukiran Vinzamuri Density-Based Clustering Martin Ester Grid-Based Clustering Wei Cheng, Wei Wang, and Sandra Batista Non-Negative Matrix Factorizations for Clustering: A Survey Tao Li and Chris Ding Spectral Clustering Jialu Liu and Jiawei Han Clustering High-Dimensional Data Arthur Zimek A Survey of Stream Clustering Algorithms Charu C. Aggarwal Big Data Clustering Hanghang Tong and U. Kang Clustering Categorical Data Bill Andreopoulos Document Clustering: The Next Frontier David C. Anastasiu, Andrea Tagarelli, and George Karypis Clustering Multimedia Data Shen-Fu Tsai, Guo-Jun Qi, Shiyu Chang, Min-Hsuan Tsai, and Thomas S. Huang Time Series Data Clustering Dimitrios Kotsakos, Goce Trajcevski, Dimitrios Gunopulos, and Charu C. Aggarwal Clustering Biological Data Chandan K. Reddy, Mohammad Al Hasan, and Mohammed J. Zaki Network Clustering Srinivasan Parthasarathy and S.M. Faisal A Survey of Uncertain Data Clustering Algorithms Charu C. Aggarwal Concepts of Visual and Interactive Clustering Alexander Hinneburg Semi-Supervised Clustering Amrudin Agovic and Arindam Banerjee Alternative Clustering Analysis: A Review James Bailey Cluster Ensembles: Theory and Applications Joydeep Ghosh and AyanAn Introduction to Cluster Analysis Charu C. Aggarwal Feature Selection for Clustering: A Review Salem Alelyani, Jiliang Tang, and Huan Liu Probabilistic Models for Clustering Hongbo Deng and Jiawei Han A Survey of Partitional and Hierarchical Clustering Algorithms Chandan K. Reddy and Bhanukiran Vinzamuri Density-Based Clustering Martin Ester Grid-Based Clustering Wei Cheng, Wei Wang, and Sandra Batista Non-Negative Matrix Factorizations for Clustering: A Survey Tao Li and Chris Ding Spectral Clustering Jialu Liu and Jiawei Han Clustering High-Dimensional Data Arthur Zimek A Survey of Stream Clustering Algorithms Charu C. Aggarwal Big Data Clustering Hanghang Tong and U. Kang Clustering Categorical Data Bill Andreopoulos Document Clustering: The Next Frontier David C. Anastasiu, Andrea Tagarelli, and George Karypis Clustering Multimedia Data Shen-Fu Tsai, Guo-Jun Qi, Shiyu Chang, Min-Hsuan Tsai, and Thomas S. Huang Time Series Data Clustering Dimitrios Kotsakos, Goce Trajcevski, Dimitrios Gunopulos, and Charu C. Aggarwal Clustering Biological Data Chandan K. Reddy, Mohammad Al Hasan, and Mohammed J. Zaki Network Clustering Srinivasan Parthasarathy and S.M. Faisal A Survey of Uncertain Data Clustering Algorithms Charu C. Aggarwal Concepts of Visual and Interactive Clustering Alexander Hinneburg Semi-Supervised Clustering Amrudin Agovic and Arindam Banerjee Alternative Clustering Analysis: A Review James Bailey Cluster Ensembles: Theory and Applications Joydeep Ghosh and Ayan Acharya Clustering Validation Measures Hui Xiong and Zhongmou Li Educational and Software Resources for Data Clustering Charu C. Aggarwal and Chandan K. Reddy Index … (more)
- Publisher Details:
- Place of publication not identified : Chapman and Hall/CRC
- Publication Date:
- 2018
- Extent:
- 1 online resource (652 pages), (102 illustrations)
- Subjects:
- 519.535
Document clustering
Cluster analysis
Data mining
Machine theory
File organization (Computer science) - Languages:
- English
- ISBNs:
- 9781315360416
1315360411 - 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.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.345584
- Ingest File:
- 01_298.xml