If I find any interesting site that might be of interest to you, I will list their URL on this page. If you find such pages, please let me know so that we can all share. Here are a few initial places of interest….

 

Videolectures.net—A great site for machine learning lectures

PRISM @ Texas A&M (Dr. R. Gutierrez)

Pattern Recognition Resources on the Web

International Association for Pattern Recognition (IAPR)

Statistical Learning / Pattern Recognition Glossary—T. Minka

Tutorial on Bayesian Decision Theory

Tutorial on Support Vector Machines—D. Tax

Machine Learning Study Guide—Iowa State (Honavar)

The Mathworks (MATLAB)

UCI Machine Learning Laboratory

 

Papers / Tutorials for future interest

Read Freund & Schapire’s papers on AdaBoost

Decision Theoretic Generalization (Main AdaBoost paper)

Bagging and Boosting (a shorter version of the above)

Short introduction to boosting

A Tutorial by Shapire (presentation)

 

Burges SVM Tutorial

Scholkoph SVM Tutorial

Ensemble based systems in decision making—Polikar

Bootstrap based methods in comp. intelligence—Polikar

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ECE 455 /555