Lectures:

chap8_basic_cluster_analysisExtraTables.pdf       chap6_basic_association_analysis.pdf

K-means animation   Interactive Demo

 Reference Material: Papers

Helpful Book on Ensemble Methods -

Seni, Giovanni and Elder, John, Ensemble Methods in Data Mining, Morgan & Claypool, 2010

Here's an amazon link to the book:

http://www.amazon.com/Ensemble-Methods-Data-Mining-Predictions/dp/1608452840/ref=sr_1_1?ie=UTF8&s=books&qid=1287690908&sr=8-1

Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions (Synthesis Lectures on Data Mining and Knowledge Discovery)

Examples:

K-Means Clustering Example First uses randomly generated data and then uses the Iris Data Set

 K-Means.R

Hierarchical Clustering also on the Iris Data Set HierarchicalClustering.R  

Data Files:

UC Irvine's database web site   SyntheticControlChartTimeSeriesDataSet

Homework:  Homework07