DocumentCode
3208013
Title
Neural networks for the analysis of common mental disorders factors
Author
Lopes, C.R.S. ; Ludermir, T.B. ; de Souto, M.C.P. ; Ludermir, A.B.
Author_Institution
Centro de Informatica, Univ. Fed. de Pernambuco, Brazil
fYear
2002
fDate
2002
Firstpage
114
Abstract
The aim of this work is to analyse common mental disorders factors using a multilayer perceptron trained with simulated annealing algorithm. Simulated annealing is used for optimizing both the architecture and weights simultaneously, aiming the identification of the variables which have bigger probability to be related to the problem studied.
Keywords
backpropagation; health care; medical computing; multilayer perceptrons; simulated annealing; backpropagation; common mental disorders; identification; multilayer perceptron; optimization; simulated annealing; social class; Algorithm design and analysis; Analytical models; Artificial neural networks; Educational institutions; Logistics; Medical simulation; Mental disorders; Neural networks; Regression analysis; Simulated annealing;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2002. SBRN 2002. Proceedings. VII Brazilian Symposium on
Print_ISBN
0-7695-1709-9
Type
conf
DOI
10.1109/SBRN.2002.1181448
Filename
1181448
Link To Document