Co-operative neural networks and 'integrated' classification

Ahmad, Khurshid, Vrusias, Bogdan and Tariq, Mariam (2002) Co-operative neural networks and 'integrated' classification Proceedings of the 2002 International Joint Conference on Neural Networks (IJCNN'02) IEEE, 2. pp. 1546-1551.

Preview

Text fulltext.pdf Download (690kB)

Abstract

'Integrated' classification refers to the conjunctive or competitive use of two or more (neural) classifiers. A cooperative neural network system comprising two independently trained Kohonen networks and co-operating with the help of a Hebbian network, is described. The effectiveness of such a network is demonstrated by using it to retrieve images and related texts from a multi-media database. Preliminary results of such an approach appear to be encouraging.

Item Type:	Article
Divisions :	Faculty of Engineering and Physical Sciences > Computing Science
Authors :	Name Email ORCID Ahmad, Khurshid Vrusias, Bogdan b.vrusias@surrey.ac.uk Tariq, Mariam
Date :	12 May 2002
Additional Information :	Ahmad, K., Vrusias, B. & Tariq, M. (2002). Co-operative Neural Networks and Integrated Classification. Proceedings of the 2002 International Joint Conference on Neural Networks (IJCNN'02) IEEE, Vol.2, pp.1546-1551. © 2002 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Depositing User :	Mr Adam Field
Date Deposited :	27 May 2010 14:09
Last Modified :	16 Jan 2019 16:19
URI:	http://epubs.surrey.ac.uk/id/eprint/499

Actions (login required)

View Item

Downloads