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
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;
Conference_Titel :
Neural Networks, 2002. SBRN 2002. Proceedings. VII Brazilian Symposium on
Print_ISBN :
0-7695-1709-9
DOI :
10.1109/SBRN.2002.1181448
