March 4th, 2010.

PDF DJVU

Z. Xiang & J. Yu

• What is a cluster?
• K-Means
• Hierarchical clustering
• Simple Gaussian mixtures

• Hand et al., Descriptive Modeling, Principles of Data Mining, chapter 9, pages 271-326.