Granular Computing Based Data Mining in the View of Rough Set

Provided by: International Journal of Scientific Research and Management
Topic: Data Management
Format: PDF
GRanular Computing (GRC) is an umbrella term to cover any theories, methodologies, techniques, and tools that make use of granules (i.e., subsets of a universe) in problem solving. The philosophy of granular computing has appeared in many fields, and it is likely playing a more and more important role in data mining. Rough set theory is a very important paradigms of granular computing, are often used to process vague information in data mining. In this paper, based on the opinion of data is also a format for knowledge representation, a new understanding for Domain-oriented Data-driven Data Mining (3DM), is introduced at first.

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