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Forecasting of electricity prices with neural networks
Electricity prices Energy prices forecasting Energy management Economics
2014/11/27
During recent years, the electricity energy market deregulation has led to a new free competition situation in Europe and other countries worldwide. Generators, distributors and qualified clients have...
Economic classification and regression problems and neural networks
multilayer neural networks classification bankruptcy prediction time series prediction neural network training error functions
2014/2/27
Artificial neural networks provide powerful models for solving many economic classifications, as well as regression problems. For example, they were successfully used for the discrimination between he...
Sequential optimizing investing strategy with neural networks
Sequential investing strategy with neural networks
2010/10/18
In this paper we propose an investing strategy based on neural network models combined with ideas from game-theoretic probability of Shafer and Vovk. Our proposed strategy uses parameter values of a ...