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A review of data mining techniques (2001)

Lee, Sang Jun ; Siau, Keng

Bingley : Emerald

Industrial management & data systems 101 (2001), S. 41-46

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ISSN: 0263-5577

Source: Emerald Fulltext Archive Database 1994-2005

Topics: Computer Science , Economics

Notes: Terabytes of data are generated everyday in many organizations. To extract hidden predictive information from large volumes of data, data mining (DM) techniques are needed. Organizations are starting to realize the importance of data mining in their strategic planning and successful application of DM techniques can be an enormous payoff for the organizations. This paper discusses the requirements and challenges of DM, and describes major DM techniques such as statistics, artificial intelligence, decision tree approach, genetic algorithm, and visualization.

Type of Medium: Electronic Resource

URL: http://dx.doi.org/10.1108/02635570110365989

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