251 search results - page 5 / 51 » LS-SVM functional network for time series prediction |
NPL
2011
12 years 10 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...
ISNN
2010
Springer
13 years 6 months ago
2010
Springer
Abstract. A forecasting approach based on Multi-Layer Perceptron (MLP) Artificial Neural Networks (named by the authors MULP) is proposed for the NN5 111 time series long-term, out...
ICONIP
2008
13 years 9 months ago
2008
This paper's intention is to adapt prediction algorithms well known in the field of time series analysis to problems being faced in the field of mobile robotics and Human-Robo...
IWANN
2009
Springer
14 years 2 months ago
2009
Springer
This paper presents an algorithm, different from the classical time series, specialised in extracting knowledge from time series. The algorithm,
IWANN
1999
Springer
13 years 11 months ago
1999
Springer
A crucial problem in non-linear time series forecasting is to determine its auto-regressive order, in particular when the prediction method is non-linear. We show in this paper tha...