Required Textbook

D. Hand, H. Mannila, P. Smyth (2001). Principles of Data Mining. MIT Press.

Useful Reference

C. Bishop (2006). Pattern Recognition and Machine Learning. Springer

Recent Research on Data Mining

To learn more about recent research progress in the area of data mining, check out papers published in the top conferences in data mining:

• ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
• IEEE International Conference on Data Mining (ICDM)
• IEEE International Conference on Data Engineering (ICDE)
• SIAM International Conference on Data Mining (SDM)
• ACM International Conference on Information and Knowledge Management (CIKM)
• ACM International Conference on Web Search and Data Mining (WSDM)

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