A structured approach to neural networks in bankruptcy prediction

Campos do Jordao, BRAZIL December 03-December 05

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http://doi.ieeecomputersociety.org/10.1109/SBRN.1997.645840

4th Brazilian Symposium on Neural Net ...

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	F.C. Almeida, "A structured approach to neural networks in bankruptcy prediction," Neural Networks, Brazilian Symposium on, pp. 1, 4th Brazilian Symposium on Neural Networks (SBRN '97), 1997.

	BibTex	x
	@article{ 10.1109/SBRN.1997.645840, author = {F.C. Almeida}, title = {A structured approach to neural networks in bankruptcy prediction}, journal ={Neural Networks, Brazilian Symposium on}, volume = {0}, year = {1997}, isbn = {0-8186-8070-9}, pages = {1}, doi = {http://doi.ieeecomputersociety.org/10.1109/SBRN.1997.645840}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Neural Networks, Brazilian Symposium on TI - A structured approach to neural networks in bankruptcy prediction SN - 0-8186-8070-9 SP EP A1 - F.C. Almeida, PY - 1997 KW - financial data processing; feedforward neural networks; bankruptcy prediction; decision support systems; industry; backpropagation; logistic regression VL - 0 JA - Neural Networks, Brazilian Symposium on ER -

F.C. Almeida

This paper explores the difficulties as well as a structured approach in developing neural networks in management, more specifically in bankruptcy prediction. It distinguishes the potential strategic interest in using neural networks in a firm as a decision support tool. Neural networks are developed and tested through the exploring of the French industry of merchandise transportation. Through the construction of an experimental plan neural networks are tested and compared with logistic regression.

Index Terms:

financial data processing; feedforward neural networks; bankruptcy prediction; decision support systems; industry; backpropagation; logistic regression

Citation:

F.C. Almeida, "A structured approach to neural networks in bankruptcy prediction," sbrn, pp.1, 4th Brazilian Symposium on Neural Networks (SBRN '97), 1997

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