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A Resource Limited Artificial Immune Classifier

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

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,
Divisions: Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Computing
Depositing User: Mark Wheadon
Date Deposited: 24 Nov 2008 18:00 UTC
Last Modified: 16 Feb 2021 12:24 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/13790 (The current URI for this page, for reference purposes)
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