Journal
INDUSTRIAL MANAGEMENT & DATA SYSTEMS
Volume 101, Issue 1-2, Pages 41-46Publisher
MCB U P LIMITED
DOI: 10.1108/02635570110365989
Keywords
data mining.; artificial intelligence; algorithms; decision trees
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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.
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