Structure relaxation method for self-organizing neural networks

Proceedings - International Conference on Pattern Recognition

Volumn 4, Issue , 2004, Pages 589-592

  Kuzmenko, Andrey ^a   Zagoruyko, Nikolay ^a  

^a SOBOLEV INSTITUTE OF MATHEMATICS   (Russian Federation)

Author keywords

[No Author keywords available]

Indexed keywords

GROUP METHOD OF DATA HANDLING (GMDH); SELF-ORGNIZATION; STRUCTURE RELAXATION METHOD (SRM); SUBNETWORKS;

ALGORITHMS; DATA HANDLING; LEARNING ALGORITHMS; MATHEMATICAL MODELS; PATTERN RECOGNITION; POLYNOMIALS; REGRESSION ANALYSIS; STATISTICAL METHODS;

NEURAL NETWORKS;

EID: 10044292167     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2004.1333841     Document Type: Conference Paper

References (10)

1. P. A. Devijver and J. Kittler, Pattern Recognition, a Statistical Approach. Prentice Hall, Englewood Cliffs, London, 1982.
2. K. Fukunaga, Introduction to Statistical Pattern Recognition (Second Edition). Academic Press, New York, 1990.
3. A. G. Ivakhnenko. Polinomeal theory of complex systems. IEEE Trans. Syst., Man Cybern., SMC-1 (1971) 364-378.
4. N. G. Zagoruyko, Applied Methods of Data and Knowledge Analysis. Sobolev Institute of Mathematics, Novosibirsk, Russia, 1999.
5. A. G. Ivakhnenko, G. A. Ivakhnenko, J.-A. Müller. Self-organization of Neural Networks with Active Neurons. Pattern Recognition and Image Analysis, v.4, no.2, 185-196, 1995.
6. Sung-Kwun Oh, Witold Pedrycz. The design of self-organizing Polinomial Neural Networks. Information Sciences, 141 (2002) 237-258.
7. Melanie Mitchell, An Introduction to Genetic Algorithms. MIT Press, 1996.
8. P.D. Wasserman, Neural Computing, theory and practice. Van Nostrand Reinhold, New York, 1989.
9. P. Pudil, J. Novovivcova and J. Kittler. Floating Search Methods for Feature Selection. Pattern Recognition Letters, 1994, v.15, 1119-1125.
10. A.V. Kochetov, D.G. Vorobiev, O.A. Sirnik, L.L. Kisselev, N.A. Kolchanov. Contextual features of yeast mRNA 5'UTRs potentially important for their translational activity. Proceedings of the 2nd International conference on Bioinformatics of genome regulation and structure, Novosibirsk, 2000, v.1, 67-70.