Staffordshire University logo
STORE - Staffordshire Online Repository

Multi-class pattern learning using spread spectrum codes

EL-HELW, Amr and MONIRI, Mansour and Chibelushi, C.C. (2006) Multi-class pattern learning using spread spectrum codes. Electronics Letters, 42 (16). pp. 908-909. ISSN 00135194

Full text not available from this repository.

Abstract or description

A new pattern classification approach based on multi-user communication techniques is proposed for improving multi-class learning performance. The spreading gain of code division multiple access is used instead of the coding gain of error-correcting output codes to increase classification accuracy. Results show that spread spectrum codes give better classification accuracy than error-correcting output codes up to 14.25%.

Item Type: Article
Subjects: G400 Computer Science
H100 General Engineering
Faculty: Faculty of Computing, Engineering and Sciences > Computing
Depositing User: Claude CHIBELUSHI
Date Deposited: 10 Apr 2013 19:18
Last Modified: 01 Aug 2013 14:37
URI: http://eprints.staffs.ac.uk/id/eprint/778

Actions (login required)

View Item View Item

DisabledGo Staffordshire University is a recognised   Investor in People. Sustain Staffs
Legal | Freedom of Information | Site Map | Job Vacancies
Staffordshire University, College Road, Stoke-on-Trent, Staffordshire ST4 2DE t: +44 (0)1782 294000