Multidimensional pattern recognition problems and combining classifiers

Authors
Valev, V Asaithambi, A
Citation
V. Valev et A. Asaithambi, Multidimensional pattern recognition problems and combining classifiers, PATT REC L, 22(12), 2001, pp. 1291-1297
Citations number
15
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
PATTERN RECOGNITION LETTERS
ISSN journal
01678655 → ACNP
Volume
22
Issue
12
Year of publication
2001
Pages
1291 - 1297
Database
ISI
SICI code
0167-8655(200110)22:12<1291:MPRPAC>2.0.ZU;2-H
Abstract
An algebraic approach for solving multidimensional supervised pattern recog nition problems is considered. The original problem is first partitioned to a number of individual problems of lower dimensions. Then the optimal outp ut classifier is constructed by combining classifiers for the individual pr oblems. (C) 2001 Published by Elsevier Science B.V.