Wiki: Data mining

An Overview of Data Mining Techniques. This page also has a link to a Data Mining Tutorial.

Two good data mining books:
1) Intelligent Data Analysis: An Introduction by Berthold and Hand (More algorithmic)
2) The Elements of Statistical Learning: Data Mining, Inference, and Prediction by Hastie, Tibshirani, and Friedman (More statistical)

常见DM方法:
- Linear Regression
- kNN (k-Nearest-Neighbor)
- Neural Network
- Decision tree, ID3, C4.5
- Rule induction
- SOM (Self-Orginaized Maps)
- Text Mining
- Support Vector Machine
- EM (Expectation Maximization)

- k-means
- Hierarchical Clustering
- Non-Hierarchical Clustering