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 00135194Full 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%.
|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|
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