Data Clustering: Algorithms and Applications (Hardcover)

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 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