Precision Recruiting
Top  Categories
Data Sets
Fraud Detection
Related Keywords
Text Mining
Web Mining
White Papers
Site Map
Media Kit
 [ Home
 [ Finance ]  
 [ Web Audit ] 
 [ Consulting
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, information retrieval, computational marketing.


  • Selected Books

    1. Web Data Mining. Exploring Hyperlinks, Contents and Usage Data - Bing Liu. Springer, 2007. Contains 622 references and 532 pages.
    2. Handbook of Computational Statistics - James E. Gentle, Wolfgang Härdle, Yuichi Mori. Springer, 2004.
    3. Data Mining Using SAS Enterprise Miner - Randall Matignon. Wiley, 2007, See also
    4. Introduction to Machine Learning - Ethem Alpaydin. The MIT Press, 2004.
    5. The Data Mining and Knowledge Discovery Handbook - Oded Maimon, Lior Rocach. Springer, 2005 [1383 pages].
    6. Combinining Pattern Classifiers - Ludmila Kuncheva. Wiley, 2004. Includes a chapter on boosting and bagging.
    7. Text Mining Application Programming - Manu Konchady. Thomson, 2006. [Book Review]
    8. Discovering Knowledge in Data: An Introduction to Data Mining - Daniel T. Larose . Data Mining Consultant. [Book review]
    9. Data Mining Methods and Models - Daniel T. Larose . Data Mining Consultant.
    10. Introduction to Data Mining - Pang-Ning Tan, Michael Steinbach, Vipin Kumar. Addison-Wesley, 2006.
    11. The Elements of Statistical Learning - Trevor Hastie, Rob Tibsharani, Jerome Friedman. Springer Series in Statistics, 2001.
    12. Data Mining: Introductory and Advanced Topics - Margaret Dunham. Prentice Hall, 2003. Includes software reviews.
    13. Pattern Recognition - Sergios Theodoridis, Konstantinos Koutroumbas. Elsevier, 2003.
    14. Using Multivariate Statistics - Barbara Tabachnik, Linda Fidell. Allyn And Bacon, 2001.
    15. Implementing Six Sigma: Smarter Solutions Using Statistical Methods - Forrest Breyfogle. Wiley, 2003 [1186 pages].
    16. Modern Applied Statistics with S - William Venables, Brian Ripley. Springer Series in Statistics, 2002.
    17. Numerical Recipes in C (with CD Rom) - William H. Press et al. Cambridge University Press.
    18. Algorithms with C (with CD Rom) - Kyle Loudon. O'Reilly, 1999.
    19. Neural, Novel & Hybrid Algorithms for Time Series Prediction (with CD Rom) - Timothy Masters. Wiley, 1995.
    20. Mining the Web: Analysis of Hypertext and Semi Structured Data - Soumen Chakrabarti. The Morgan Kaufmann Series in Data Management Systems, 2003.
    21. HTTP: Understanding Web Internals - David Gourley, Brian Totty. O'Reilly, 2002.
    22. Professional Stock Trading: System Design and Automation - Mark R. Conway, Aaron N. Behle.
    23. Credit Risk Scorecards - Naeem Siddiqi. Wiley, 2006.
    24. Credit Scoring and Its Applications - Lyn Thomas, David Edelman, Jonathan Crook. SIAM Monographs on Mathematical Modeling and Computation, 2002. With CD Rom.
    25. The Text Mining Handbook - Ronen Feldman, James Sanger. Cambridge University Press, 2007.
    26. Computer Science Handbook - Allen Tucker, Ed. Chapman & Hall / CRC, 2004 [2752 pages].
    27. Probabilités, Analyse des Données et Statistique - Gilbert Saporta. Technip, 2006 [622 pages].
    28. Data Mining et Statistique Décisionnelle - Stéphane Tufféry. Technip, 2005.
    29. Advances in Neural Information Processing Systems - Yair Weiss, Bernhard Scholkopf, John Platt (Ed.) The MIT Press, 2006 [1668 pages].
    30. Statistics, Methods and Applications - Thomas Hill, Pawel Lewicki. StatSoft, 2006 [832 pages]. Comprehensive.

  • Directories

    1. Abbott Analytics - Book listing
    2. KDNuggets - Data Mining Books: Professional and Business-oriented
    3. KDNuggets - Introductory/ Textbooks on Data Mining and Knowledge Discovery
    4. Google Search - Data Mining Books
    5. Thearling - Selected books focusing on data mining techniques
    6. Wiley Publishing Company - Data Analysis, Machine Learning and Data Mining Books
    7. Advanced Trading Research - Recommended books about automated trading
    8. SAS Books - From the SAS website
    9. Text Mining - Amazon
    10. Data Mining - Amazon
    11. Web Mining - Amazon

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