Comparison of a multi-layered artificial immune system with a Kohonen Network

T. Knight*, J. Timmis

*Awdur cyfatebol y gwaith hwn

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddTrafodion Cynhadledd (Nid-Cyfnodolyn fathau)

4 Dyfyniadau(SciVal)

Crynodeb

We present a novel multi-layered unsupervised learning artifical immune system (MARIA). We have employed vector quantisation to augment MARIA (and Kohonen Networks) to allow for a comparison of performance between the two systems. Analysis shows that MARIA is competitive with Kohonen Networks on some clustering tasks.

Iaith wreiddiolSaesneg
Teitl2007 IEEE Congress on Evolutionary Computation, CEC 2007
CyhoeddwrIEEE Press
Tudalennau3735-3742
Nifer y tudalennau8
ISBN (Argraffiad)1424413400, 9781424413409
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 2007
Digwyddiad2007 IEEE Congress on Evolutionary Computation, CEC 2007 - , Singapôr
Hyd: 25 Medi 200728 Medi 2007

Cyfres gyhoeddiadau

Enw2007 IEEE Congress on Evolutionary Computation, CEC 2007

Cynhadledd

Cynhadledd2007 IEEE Congress on Evolutionary Computation, CEC 2007
Gwlad/TiriogaethSingapôr
Cyfnod25 Medi 200728 Medi 2007

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