Research on Evolutionary Immune Mechanism in KDD

摘要

In this paper, we introduce an evolutionary immune method to solve the problems from dynamic data mining. We first present a new concept to describe our specific problem domain. Then, we identify the evolutionary immune mechanism in KDD by illustrating how the elements involved in the domain can be modeled as the ones in an immune model. Accordingly, we describe a dynamic mining algorithm in detail and prove it correct and effective. Finally, we conclude our work and present proposals for future work.