Topological applications of multilayer perceptrons and support vector machines in financial decision support systems

Author:

Abedin Mohammad Zoynul12ORCID,Guotai Chi3,Moula Fahmida-E-3,Azad A.S.M. Sohel4,Khan Mohammed Shamim Uddin5

Affiliation:

1. Collaborative Innovation Center for Transport Studies, School of Maritime Economics and Management; Dalian Maritime University; Dalian China

2. Department of Finance and Banking; Hajee Mohammad Danesh Science and Technology University; Dinajpur Bangladesh

3. Faculty of Management and Economics; Dalian University of Technology; Dalian China

4. Department of Finance; Faculty of Business and Law, Deakin University; Burwood VIC Australia

5. Department of Finance; University of Chittagong; Chittagong Bangladesh

Funder

Key Projects of National Natural Science Foundation of China

General Projects of National Natural Science Foundation of China

National Social Science Foundation of China

Youth Project of National Natural Science Foundation of China

Publisher

Wiley

Subject

Economics and Econometrics,Finance,Accounting

Reference106 articles.

1. Neural nets versus conventional techniques in credit scoring in Egyptian Banking;Abdou;Expert Systems with Applications,2008

2. Credit default prediction using a support vector machine and a probabilistic neural network;Abedin;Journal of Credit Risk,2018

3. Improving experimental studies about ensembles of classifiers for bankruptcy prediction and credit scoring;Abellán;Expert Systems with Applications,2014

4. MLP ensembles improve long term prediction accuracy over single networks;Adeodato;International Journal of Forecasting,2011

5. Financial ratios, discriminant analysis and the prediction of corporate bankruptcy;Altman;Journal of Finance,1968

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