Selected Resources

Books  Periodicals Websites Associations



Books

Adriaans, Pieter and Dolf Zantiage.  Data Mining.   Addison-Wesley; 1996.
Provides an overview of data mining.

Berry, Michael and Gordon Linoff. Data Mining Techniques for Marketing, Sales and Customer Support. John Wiley & Sons, New York; 1997.
Discusses data mining tools and techniques, and how to use them.  Companies using data mining are showcased.
May be ordered at: www.data-miners.com

Berson, Alex and Stephen Smith. Data Warehousing, Data Mining, and OLAP. McGraw Hill; Nov 1997.
Discusses data warehousing, data mining and OLAP - how to use, and how to intertwine these three management technologies.

Groth, Robert. Data Mining: A Hands on Approach for Business Professionals. Prentice-Hall; 1997.
Provides an overview of data mining.

Weiss, Sholom and Nitin Indurkhya. Predictive Data Mining: A Practical Guide. University of Sydney; 1997.
May be ordered at: www.data-miner.com

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Periodicals

Datamation. Classifies articles into areas addressed in data mining.
Available online at www.datamation.com

Data Mining & Knowledge Discovery. The premiere journal focused on the theory, techniques, and practice for extracting information from   large databases. Articles about research and practices, tutorials, descriptions of major applications. Scope includes theory, methods, algorithms, processes, application issues.
Available online at kapis.www.wkap.nl/kapis/CGI-BIN/WORLD/journalhome.htm?1384-5810

DMReview. Covers data warehousing and business intelligence. This magazine publishes an annual review issue of data mining products.
Available online at www.dmreview.com

Elsevier Intelligent Data Analysis Journal
Available online at www-east.elsevier.com/ida/menu.html

Intelligent Data Analysis: An International Journal.  www-east.elsevier.com/ida
This electronic journal has a broad scope, not just for data mining (also data visualization pattern recognition, fuzzy logic, etc.) Most papers included relate to applications, others more theoretical.

Journal of Intelligent Information Systems.   Articles focus on integration of artificial intelligence and database technologies to create next generation information systems.
Available online at kapis.www.wkap.nl/kapis/CGI-BIN/WORLD/journalhome.htm?0925-9902

Journal of Intelligent Systems. Interdisciplinary journal included AI, cognitive science, brain models, artificial neural nets and intelligent systems.
Available online at  www.brunel.ac.uk/~hssrjis

Knowledge Discovery Nuggets. Electronic newsletter about data mining and knowledge discovery. www.kdnuggets.com

SAS.COM Interactive Magazine Each issue of this online magazine addresses on specific topic in business areas.   Jan/Feb '98 issue focused on data mining.
Available online at www.sas.com

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Websites

SPSS  www.spss.com/datamining Provides general facts about data mining and their product information.

Database Summit Series www.dbsummit.com  Lists upcoming events in Database Summit Series about data mining.

UCLA Data Mining Laboratory  nugget.cs.ucla.edu:8001/main.html   Lists projects, publications and demos of their work.

An Overview of Data Mining at Dun & Bradstreet http://www.santafe.edu/~kurt/text/wp9501/wp9501.shtml

Introduction to Data Mining www.cs.bham.ac.uk/~anp/dm_docs/dm_intro.html

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Associations

Data Mining Institute www.datamining.org  A nonprofit organization formed in 1996 in France.

Knowledge Discovery and Data Mining Foundation www.kdd.org

AAAI American Association for AI  www.aaai.org

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