| Title of paper:
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Generalized net model of the process of defining intuitionistic fuzzy estimation in petroleum recognition with neural networks
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| Author(s):
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| Sotir Sotirov
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| University “Prof. Asen Zlatarov”, 1 “Yakimov” Blvd., Burgas 8010, Bulgaria
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| ssotirov@btu.bg
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| Alexander Dimitrov
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| University “Prof. Asen Zlatarov”, 1 “Yakimov” Blvd., Burgas 8010, Bulgaria
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| al_dim_2000@abv.bg
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| Presented at:
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7th IWIFS, Banska Bystrica, 27 September 2011
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| Published in:
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Conference proceedings, "Notes on IFS", Volume 17 (2011) Number 4, pages 16—20
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| Download:
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 PDF (70 Kb, Info)
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| Abstract:
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The paper presents a neural network that performs clustering and recognition of petroleum fractions. For the purpose of practical implementation, the degrees of petroleum probes' affiliation to the clusters are measured using intuitionistic fuzzy estimations. The entire process of petroleum identification is modelled using a generalized net.
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| Keywords:
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Generalized nets, Intuitionistic fuzzy sets, Neural networks, Petroleum fraction
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| AMS Classification:
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03E72, 68Q85, 92B20
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| References:
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- Atanassov, K. Intuitionistic Fuzzy Sets: Theory and Applications, Springer, Heidelberg, 1999.
- Bishop, C. M. Neural Networks for Pattern Recognition, Oxford University Press, 2000.
- Haykin, S. Neural Networks: A Comprehensive Foundation, Prentice Hall, N.J., 1999.
- Hagan, M.T., H.B. Demuth, M. Beale. Neural Network Design, PWS Publishing Company, Boston, 1996.
- Barbosa, M.S.S., T. B. Ludermir, M. S. Santos, F. Luiz dos Santos, J. E. Gomes de Souza, C. Pinto de Melo, Pattern recognition of gases of petroleum based on RBF model, Proc. of VII Brazilian Symposium on Neural Networks (SBRN'02), 2002, pp. 111.
- Hsieh, B.-Z., C.-W. Wang, Z.-S. Lin, Estimation of formation strength index of aquifer from neural networks. Computers & Geosciences, Volume 35, Issue 9, September 2009, 1933–1939.
- Speight, J. G. Handbook of Petroleum Product Analysis (Chemical Analysis: A Series of Monographs on Analytical Chemistry and Its Applications), Wiley-Interscience, October 2, 2002.
- Sotirov, S., A. Dimitrov. Neural network for defining intuitionistic fuzzy estimation in petroleum recognition, Issues in Intuitionistic Fuzzy Sets and Generalized Nets, Volume 8, 2010, 74–78.
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