Title :
A Study on Discriminant Analysis Based on Artificial Neural Networks
Author :
Zheng, Zhihua ; Dong, Jinquan ; Wang, Meng
Author_Institution :
Sch. of Manage., Inner Mongolia Univ. of Technol., Hohhot, China
Abstract :
This paper provides a method of discriminate analysis based on artificial neural network (ANN). 2-Class and multi-class discriminant analysis are separately discuss using Back Propagation network. The results of our study indicate that discriminate analysis based on ANN could classify the observation more accurately than the traditional methods.
Keywords :
backpropagation; neural nets; ANN; artificial neural network; backpropagation network; discriminate analysis; multiclass discriminant analysis; Accuracy; Analytical models; Artificial neural networks; Classification algorithms; Computational modeling; Heuristic algorithms; Multilayer perceptrons;
Conference_Titel :
E-Product E-Service and E-Entertainment (ICEEE), 2010 International Conference on
Conference_Location :
Henan
Print_ISBN :
978-1-4244-7159-1
DOI :
10.1109/ICEEE.2010.5660838
