A novel dynamic encremental rules extraction algorithm based on rough set theory

作者：Guo S^*; Wang ZY; Wu ZC; Yan HP

来源：4th International Conference on Machine Learning and Cybernetics, China, 2005-08-18 to 2005-08-21.

• rough set
• search tree
• width first heuristic search algorithm
• rule derivation

The incremental rules extraction is a focus problem of KDD. In this paper, a novel incremental rules extraction algorithm which is called "RDBRST" (Rule Derivation Based On Rough set and Search Tree) is proposed. It is one kind of width first heuristic search algorithms. The incremental rules are extracted and the existing rule set is updated based on this algorithm. We present an example to illustrate characteristics of this new incremental algorithm.

• 出版日期2005
• 单位华南理工大学