Journal of Automation and Information Sciences

ISSN for PRINT: 1064-2315

For Online Access

Best Paper Award Selection - Editorial Board Site

2007, Volume39

Issue 3

84 pages

DOI: 10.1615/JAutomatInfScien.v39.i3

Issue price - $238.00

Sergey V. Skakun
Institute of Space Research of National Academy of Sciences of Ukraine and National Space Agency of Ukraine, Kiev, Ukraine

Ekaterina V. Nasuro
National Aviation University, Kiev, Ukraine

Alla N. Lavrenyuk
Institute of Space Research of National Academy of Sciences of Ukraine and National Space Agency of Ukraine, Kiev, Ukraine

Olga M. Kussul
Institute of Space Research of National Academy of Sciences of Ukraine and National Space Agency of Ukraine, Kiev, Ukraine

We analyze possibilities of application of different neural networks and methods of their learning for classification of data of remote sensing of the Earth, namely of a multilayer perceptron, learned by different methods of the first and the second order; neural network on the basis of radial basis functions; neural network of ARTMAP type, based on the theory of adaptive resonance.

DOI: 10.1615/JAutomatInfScien.v39.i3.40 Download article, 37-50 pages

Article price - $40.00

<< Previous article   Next article >>