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» Neural network ensembles for time series forecasting
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FLAIRS
2001
14 years 10 months ago
Neural Networks in Forecasting Electrical Energy Consumption
Thispaperpresentsan artificial neuralnetwork(ANN)approach to electric energyconsumption(EEC)forecasting. In order providethe forecastedenergyconsumption,the ANNinterpolates betwee...
George E. Nasr, E. A. Badr, M. R. Younes
IJCNN
2006
IEEE
15 years 3 months ago
Ensemble Techniques for Avoiding Poor Performance in Evolved Neural Networks
— The idea of using evolutionary techniques to optimize the performance of neural networks is now widely used, but some approaches have been found to result in the evolution of r...
John A. Bullinaria
SBRN
2006
IEEE
15 years 3 months ago
A New Look at Nonlinear Time Series Prediction with NARX Recurrent Neural Network
Jose M. P. Menezes Jr., Guilherme De A. Barreto
ICANN
2003
Springer
15 years 2 months ago
Selecting and Ranking Time Series Models Using the NOEMON Approach
Ricardo Bastos Cavalcante Prudêncio, Teresa ...
FLAIRS
2000
14 years 10 months ago
Inferencing Bayesian Networks from Time Series Data Using Natural Selection
This paper describes a new framework for using natural selection to evolve Bayesian Networks for use in forecasting time series data. It extends current research by introducing a ...
Andrew J. Novobilski, Farhad Kamangar