Research on Evolutionary Immune Mechanism in KDD

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/).

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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  -