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A Novel Induction Algorithm for DM
Author(s): 
Pages: 91-封三
Year: Issue:  4
Journal: JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS

Keyword:  Immune algotithmsData mining (DM)Knowledge discovery;
Abstract: DM usually means an efficient knowledge discovery from database, and the immune algorithm is a biological theory-based and global searching algorithm. A novel induction algorithm is proposed here which integrates a power of individual immunity and an evolutionary mechanism of population. This algorithm does not take great care of discovering some classifying information, but unknown knowledge or a predication on higher level rules. Theoretical analysis and simulations both show that this algorithm is prone to the stabilization of a population and the improvement of entire capability, and also keeping a high degree of preciseness during the rule induction.
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