174 search results - page 2 / 35 » Neural network ensembles for time series forecasting |
IJCNN
2008
IEEE
13 years 11 months ago
2008
IEEE
SBRN
2008
IEEE
13 years 11 months ago
2008
IEEE
In this work, we propose to use the Zoomed-Ranking approach to ranking and selecting Artificial Neural Network (ANN) models for time series forecasting. Given a time series to fo...
IJIT
2004
13 years 6 months ago
2004
This paper deals with the application of a well-known neural network technique, multi-layer back-propagation (BP) neural network, in financial data mining. A modified neural networ...
GECCO
2008
Springer
13 years 5 months ago
2008
Springer
This paper presents an study about a new Hybrid method GRASPES - for time series prediction, inspired in F. Takens theorem and based on a multi-start metaheuristic for combinatori...
NPL
2011
12 years 7 months ago
2011
The accuracy of a model to forecast a time series diminishes as the prediction horizon increases, in particular when the prediction is carried out recursively. Such decay is faster...