TY - JOUR
T1 - A methodological approach for pattern recognition system using discriminant analysis and artificial neural networks
AU - Pérez-Méndez, Anna
AU - Torres-Rivas, Elizabeth
AU - Rivas-Echeverría, Francklin
AU - Maldonado-Rodríguez, Ronald
PY - 2005/4
Y1 - 2005/4
N2 - In this work it is presented a methodology for the development of a pattern recognition system using classification methods as discriminant analysis and artificial neural networks. In this methodology, the statistical analysis is contemplated, with the purpose of retaining the observations and the important characteristics that can produce an appropriate classification, and allows, as well, to detect outliers' observations, multicolinearity between variables, among other things.
AB - In this work it is presented a methodology for the development of a pattern recognition system using classification methods as discriminant analysis and artificial neural networks. In this methodology, the statistical analysis is contemplated, with the purpose of retaining the observations and the important characteristics that can produce an appropriate classification, and allows, as well, to detect outliers' observations, multicolinearity between variables, among other things.
KW - Artificial neural networks
KW - Classification
KW - Discriminant analysis
KW - Pattern recognition
UR - https://www.scopus.com/pages/publications/21844443342
M3 - Article
AN - SCOPUS:21844443342
SN - 1109-2777
VL - 4
SP - 389
EP - 394
JO - WSEAS Transactions on Systems
JF - WSEAS Transactions on Systems
IS - 4
ER -