| Title of paper:
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Assessment of credit risk in SMEs financing using neural networks and intuitionistic
fuzzy estimations
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| Author(s):
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| Evdokia Sotirova
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| Intelligent Systems Laboratory, “Prof. Asen Zlatarov” University, Burgas–8000, Bulgaria
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| esotirova@btu.bg
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| Magdalena Georgieva
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| School of Mathematics and Natural Sciences “Acad. Nikola Obreshkov”, Burgas–8000, Bulgaria
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| magdalenam.georgieva@gmail.com
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| Ivaylo Mihaylov
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| Intelligent Systems Laboratory, “Prof. Asen Zlatarov” University, Burgas–8000, Bulgaria
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| iv_mihaylov@yahoo.com
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| Published in:
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"Notes on IFS", Volume 20, 2014, Number 4, pages 47–52
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| Download:
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 PDF (131 Kb, File info)
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| Abstract:
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In the paper is presented a methodology for credit risk assessment in Small and medium-
sized enterprises (SMEs) using theories of the Neural Networks and Intuitionistic Fuzzy Sets. In this way the
procedure for credit assessment can be unified and optimized.
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| Keywords:
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Credit risk assessment, Neural networks, Intuitionistic fuzzy sets.
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| AMS Classification:
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03E72
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| References:
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- Atanassov K. Intuitionistic Fuzzy Sets: Theory and Applications, Springer Physica-Verlag, Berlin, 1999.
- Atanassov K. On Intuitionistic Fuzzy Sets Theory, Studies in Fuzziness and Soft Computing, Vol 283, Springer, Berlin, 2012.
- Bishop, C. M. Neural Network for Pattern Recognition. Oxford University Press, Oxford, 1995.
- Dimitrova, L., K. Petkowa, Risk assessment in agile software development using bayesian networks, Science & Technologies Volume III, Number 3, 2013, Natural & Mathematical science, 92-97 (in bulgarian).
- Hagan, M., H. Demuth, M. Beale, Neural Network Design, Boston, MA, PWS Publishing, 1996.
- Haykin, S., Neural Network – A Comprehensive Foundation. Macmillan College Publication Company, New York, 1994.
- Jokipii, T., A. Milne, The cyclical behaviour of European bank capital buffers. Bank of Finland Research, Discussion Papers Vol. 17, 2006, page 13.
- Kacprzyk, A., I. Mihailov, Intuitionistic fuzzy estimation of the liquidity of the banks. A generalized net model, Proc. of 13th Int. Workshop on Generalized Nets, London, 29 October 2012, 34–42.
- KPMG. Managing Credit Risk. Beyond Basel II, http://us.kpmg.com/microsite/FSLibrary/docs/FRM_ManagingCreditRisk_WP.pdf
- Mihaylov, I., E. Sotirova, Evaluation of credit risk in SMEs financing using index matrices and intuitionistic fuzzy estimations, Notes on Intuitionistic Fuzzy Sets, Vol. 19, 2013, No. 2, 42–52.
- Shahpazov, G., L. Doukovska, K. Atanassov, Generalized net model of the methodology for analysis of the creditworthiness and evaluation of credit risk in smes financing, Proc. of the 3rd Int. Symposium on Buisness Modeling and Software Design, Noordwijkerhout, The Netherlands, 2013, 292–297.
- Shahpazov, G., L. Doukovska, K. Atanassov, Generalized net model of internal structural unit functionality, focused on SME financing, Proc. of the 12th Int. Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, Warsaw, Vol II: Applications, 2013, 83–92
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| Citations:
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