Neural network iterative method of principal curves for data with gaps

Journal of Computer and Systems Sciences International

Volumn 38, Issue 5, 1999, Pages 825-830

  Gorban', A N ^a   Rossiev, A A ^a  

^a ENERGY SYSTEMS INSTITUTE   (Russian Federation)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0242420365     PISSN: 10642307     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (10)

1. Hastie, T. and Stuetzle, W., Principal Curves, J. Amer. Statist. Ass., 1988, vol. 84, no. 406.
2. LeBlank, M. and Tibshorany, N., Adaptive Principal Surfaces, J. Amer. Statist. Ass., 1994, vol. 89, no. 425.
3. Kramer, M. A., Nonlinear Principal Component Analysis Using Autoassociative Neural Networks, AIChE J., 1991, vol. 37, no. 2.
4. Gorban', A.N., Makarov, S.V., and Rossiev, A.A., Neural Conveyor for Reconstruction of Gaps in Tables and Construction of Regression According to Small Samples with Incomplete Data, in Matematika. Komp'yuter, Obrazovanie, Vypusk 5. Chast' II (Mathematics, Computer, and Education), Moscow: Progress-Traditsiya, 1998, vol. 5, no. 2.
5. Rossiev, A.A., Data Simulation by Using Curves for Reconstruction of Gaps in Tables, Metody neiroinformatiki (Neuroinformatics Methods), Krasnoyarsk: KGTU, 1998.
6. Aizenberg, L.A., Formuly Karlemana v kompleksnom analize. Pervye prilozheniya (Carleman Formulas in Complex Analysis: First Applications), Novosibirsk: Nauka, 1990.
7. Kohonen, T., Self-Organizing Maps, Berlin-Heidelberg: Springer, 1997.
8. Ezhov, A.A. and Shumskii, S.A., Neirokomp'yuting i ego prilozheniya v ekonomike i biznese (Neural Computing and Its Application in Economics and Business), Moscow: MIFI, 1998.
9. Gorban', A.N. and Rossiev, D.A., Neironnye seti na personal'nom comp'yutere (Neural Networks for a Personal Computer), Novosibirsk: Nauka, 1996.
10. Gorban', A.N., Dunin-Barkovskii, V.L., Mirkes, E.M., et al., Neiroinformatika (Neuroinformatics), Novosibirsk: Nauka, 1998.