Table of Contents: Clustering

Bibliographic Details
Main Author:	Mirkin, B. G.
Format:	Electronic
Language:	English
Published:	Boca Raton : CRC Press, 2013.
Edition:	2nd ed.
Series:	Series in computer science and data analysis.
Subjects:	Data mining. Cluster analysis. Data recovery (Computer science) Electronic books.
Online Access:	Distributed by publisher. Purchase or institutional license may be required for access.

Table of Contents:

1. What is clustering?
2. What is data?
3. K-means clustering and related approaches
4. Least-squares hierarchical clustering
5. Similarity clustering : uniform, modularity, additive, spectral, consensus, and single linkage
6. Validation and interpretation
7. Least-squares data recovery clustering models.