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An Incremental Rule Extract Algorithm Based on Rough Set and SearchTree

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2 Author(s)
Yinghong Ma ; Shandong Normal Univ., Jinan ; Zhaolei Qiu

The incremental rule extraction is one of the main problems of KDD. In this paper, a novel rule extract algorithm - rule derivation based on rough set and depth first search tree (RDBRDFST)-is proposed. It is a depth-first heuristic search algorithm. Based on this algorithm, the incremental rules are extracted and a known rule set is updated efficiently. At last, some examples are given to illustrate the characteristics of this new incremental algorithm.

Published in:

Data, Privacy, and E-Commerce, 2007. ISDPE 2007. The First International Symposium on

Date of Conference:

1-3 Nov. 2007

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