This book constitutes the refereed proceedings of the 13th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2012, held in Natal, Brazil, in August 2012. The 100 revised full papers presented were carefully reviewed and selected from more than 200 submissions for inclusion in the book and present the latest theoretical advances and real-world applications in computational intelligence.Echo State Networks for Seasonal Streamflow Series Forecasting Hugo Siqueira1, Levy Boccato2, Romis Attux2, and Christiano ... and Industrial Automation (DCA), School of Electrical and Computer Engineering, University of Campinas a UNICAMP, ... series is very important in countries where power generation is predominantly done by hydroelectric plants. ... be safely regarded as promising tools in forecasting because they are recurrent networks that have a simple and efficientanbsp;...
|Title||:||Intelligent Data Engineering and Automated Learning -- IDEAL 2012|
|Author||:||Hujun Yin, Jose A.F. Costa, Guilherme Barreto|
|Publisher||:||Springer - 2012-08-01|