Monday, December 25, 2006

Some notes from Data Mining 2006 (cs545)

Data mining lecture slides for courses based on reference text books

Ian Witten and Eibe Frank:

Margaret Dunham:

Pang-Ning Tan, Michael Steinbach, and Vipin Kumar:

Jiawei Han and Micheline Kamber:

Markov Blankets

Market Blankets (MB) are a promising, relatively new, set of datamining techniques for handling feature selection and related issues on Bayesian networks. Learn about MBs, read about different algorithms for implementing them , try them out for some typical problems (especially ones with many features), and write a short review paper.