CS235: Data Mining Concepts

Instructor: Dimitrios Gunopulos


Department of Computer Science and Engineering 
University of California, Riverside 
Riverside, CA 92521 

dg@cs.ucr.edu
tel: +1-909-787-2479 
fax: +1-909-787-4643 
 

General Information

Syllabus (also in ps)

Slides

Overview

Association Rules

Maximal Frequent Sets

Sequential Patterns

Clustering

Dimensionality Reduction

Decision Tree Classification

An excellent tutorial on Classification

An excellent tutorial on Decision Tree Classifiers

A tutorial on Time Series Similarity

A tutorial on Web Mining

With thanks to R. Agrawal, S. Chakrabarti, H. Mannila, G. Das and E. Keogh.