No. 3, 2010

Intelligent informational systems

1. Multi-step algorithm based on neural network committee for analysis of multi-dimensional time series A. G. Guzhva, S. A. Dolenko, I. G. Persiantsev, Yu. S. Shugai pp. 4-13
2. Application of neural networks to quantitative structure-activity relationship problem with the use of fuzzy description of three-dimensional molecular structure D. A. Devetyarov, M. I. Kumskov pp. 14-19

Theory of the neural networks

1. Complex method for selection of significant input features in solving regression problems with neural networks A. G. Guzhva, S. A. Dolenko, I. G. Persiantsev pp. 20-32

Genetic algorithms

1. Modeling of adaptive behavior of autonomous agents V. G. Red-ko, G. A. Beskhlebnova pp. 33-38

Neurocomputers in genetic, chemical and bioinformatic

1. Neural network as a tool for implementation of piecewise-linear classifier in mass screening of molecules in the problem of «structure-property E. I. Prokhorov, A. V. Perevoznikov, L. A. Ponomareva, M. I. Kumskov pp. 39-45

Outlook application of neurocomputers

1. Use of adaptive algorithms for significant feature selection in neural network based solution of inverse problem of electrical prospecting A. G. Guzhva, S. A. Dolenko, E. A. Obornev, I. G. Persiantsev, M. I. Shimelevich, Yu. S. Shugai pp. 46-54
2. Multi-step algorithm based on neural network committee for analysis of multi-dimensional time series S. A. Burikov, S. A. Dolenko, T. A. Dolenko, I. G. Persiantsev pp. 55-69