Research on Evolutionary Immune Mechanism in KDD
Authors
Yiqing Qin1
1College of Information Engineering, University of Science and Technology, Beijing100083,P.R.China
Corresponding Author
Yiqing Qin
Available Online October 2007.
- DOI
- 10.2991/iske.2007.199How to use a DOI?
- Keywords
- Dynamic data mining; Immune algorithm; Evolutionary immune mechanism; Pattern mining
- Abstract
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 could 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.
- Copyright
- © 2007, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Yiqing Qin PY - 2007/10 DA - 2007/10 TI - Research on Evolutionary Immune Mechanism in KDD BT - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007) PB - Atlantis Press SP - 1167 EP - 1172 SN - 1951-6851 UR - https://doi.org/10.2991/iske.2007.199 DO - 10.2991/iske.2007.199 ID - Qin2007/10 ER -