CS 525M KNOWLEDGE DISCOVERY AND DATA MINING  
Additional References/Resources for the Projects

PROF. CAROLINA RUIZ 

Sequence Mining

• Data Miners - Dept. of Computer Science. Univ. of Helsinki

Clustering

• M.J. Zaki's webpage

Fraud Detection

• M.J. Zaki's webpage
• Other references:
  • Data Mining and Knowledge Discovery Journal. Volume 1, Issue 3, 1997. Adaptive Fraud Detection. Tom Fawcett, Foster Provost. pp. 291-316.
  • Data Mining and Knowledge Discovery Journal. Volume 1, Issue 2, 1997. Brief Application Description; Visual Data Mining: Recognizing Telephone Calling Fraud. Kenneth C. Cox, Stephen G. Eick, Graham J. Wills, Ronald J. Brachman. pp. 225-231

Web Mining

• Tools
  • WebLogMiner
  • WUM: A Web Utilization Miner
  • Adaptive Web Sites
  • Online article on web mining
  • XML - manual
• Papers
  • Data Miners - Dept. of Computer Science. Univ. of Helsinki
  • M.J. Zaki's webpage

Text Mining

• Data Miners - Dept. of Computer Science. Univ. of Helsinki