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Data mining meta-directory: general resources with emphasis on fraud detection, CRM, advertising technology, web mining, probabilistic trading, scorecards, risk management, market research, business intelligence, artificial intelligence, statistical technology.The data mining meta-directory project is expected to be completed by May 31st. It will promote several hundred leading resources once completed, as more commercial products will be added.


  1. The Elements of Statistical Learning - Trevor Hastie, Rob Tibsharani, Jerome Friedman. Springer Series in Statistics, 2001.
  2. Pattern Recognition - Sergios Theodoridis, Konstantinos Koutroumbas. Elsevier, 2003.
  3. Using Multivariate Statistics - Barbara Tabachnik, Linda Fidell. Allyn And Bacon, 2001.
  4. Implementing Six Sigma: Smarter Solutions Using Statistical Methods - Forrest Breyfogle. Wiley, 2003.
  5. Modern Applied Statistics with S - William Venables, Brian Ripley. Springer Series in Statistics, 2002.
  6. Numerical Recipes in C (with CD Rom) - William H. Press et al. Cambridge University Press.
  7. Algorithms with C (with CD Rom) - Kyle Loudon. O'Reilly, 1999.
  8. Neural, Novel & Hybrid Algorithms for Time Series Prediction (with CD Rom) - Timothy Masters. Wiley, 1995.
  9. HTTP: Understanding Web Internals - David Gourley, Brian Totty. O'Reilly, 2002.
  10. Professional Stock Trading: System Design and Automation - Mark R. Conway, Aaron N. Behle.

  11. Abbott Analytics - Book listing
  12. KDNuggets - Data Mining Books: Professional and Business-oriented
  13. KDNuggets - Introductory/ Textbooks on Data Mining and Knowledge Discovery
  14. Google Search - Data Mining Books
  15. Thearling - Selected books focusing on data mining techniques
  16. Wiley Publishing Company - Data Analysis, Machine Learning and Data Mining Books
  17. Advanced Trading Research - Recommended books about automated trading
  18. SAS Books - From the SAS website

Data Mining Machine Learning Analytics Quant Statistics Econometrics Biostatistics Web Analytics Business Intelligence Risk Management Operations Research AI Predictive Modeling Actuarial Sciences Statistical Programming Customer Insight Data Modeling Competitive Intelligence Market Research Information Retrieval Computer Science Retail Analytics Healthcare Analytics ROI Optimization Design Of Experiments Scoring Models Six Sigma SAS Splus SAP ETL SPSS CRM Cloud Computing Electrical Engineering Fraud Detection Marketing Databases Data Analysis Decision Science Text Mining