School of Computing

A Resource Limited Artificial Immune Classifier

Andrew B. Watkins and Lois C. Boggess

In Proceedings of Congress on Evolutionary Computation, Part of the 2002 IEEE World Congress on Computational Intelligence held in Honolulu, HI, USA, May 12-17, 2002, pages 182-196. IEEE, May 2002.

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.

Download publication 211 kbytes (PDF)

Bibtex Record

@inproceedings{1510,
author = {Watkins, Andrew B. and Lois C. Boggess},
title = {A {R}esource {L}imited {A}rtificial {I}mmune {C}lassifier},
month = {May},
year = {2002},
pages = {182-196},
keywords = {determinacy analysis, Craig interpolants},
note = {},
doi = {},
url = {http://www.cs.kent.ac.uk/pubs/2002/1510},
    publication_type = {inproceedings},
    submission_id = {20199_1031920212},
    booktitle = {Proceedings of Congress on Evolutionary Computation, Part of the 2002 IEEE World Congress on Computational Intelligence held in Honolulu, HI, USA, May 12-17, 2002},
    organization = {IEEE},
    refereed = {yes},
}

School of Computing, University of Kent, Canterbury, Kent, CT2 7NF

Enquiries: +44 (0)1227 824180 or contact us.

Last Updated: 21/03/2014