Watkins, Andrew B. and Boggess, Lois C. (2002) A Resource Limited Artificial Immune Classifier. In: Proceedings of the 2002 Congress on Evolutionary Computation. IEEE, pp. 926-931. ISBN 0-7803-7282-4. (doi:10.1109/CEC.2002.1007049) (KAR id:13790)
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| Official URL: https://doi.org/10.1109/CEC.2002.1007049 |
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Abstract
This paper presents a new supervised learning paradigm inspired by mechanisms exhibited in immune systems. This work provides an explication of a resource limited artificial immune classification algorithm, named AIRS (Artificial Immune Recognition System), and provides results on simulated data sets to demonstrate the fundamental behavior of the algorithm.
| Item Type: | Book section |
|---|---|
| DOI/Identification number: | 10.1109/CEC.2002.1007049 |
| Uncontrolled keywords: | immune system; supervised learning; classification algorithms; laboratories; Euclidean distance; computer science; biological system modeling; computational modeling; equations; cloning |
| Subjects: | Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming, |
| Institutional Unit: | Schools > School of Computing |
| Former Institutional Unit: |
Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Computing
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| Funders: | Institute of Electrical and Electronics Engineers (https://ror.org/01n002310) |
| Depositing User: | Mark Wheadon |
| Date Deposited: | 24 Nov 2008 18:00 UTC |
| Last Modified: | 20 May 2025 10:03 UTC |
| Resource URI: | https://kar.kent.ac.uk/id/eprint/13790 (The current URI for this page, for reference purposes) |
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