174 search results - page 20 / 35 » Neural network ensembles for time series forecasting |
ENGL
2007
14 years 9 months ago
2007
—This paper presents the advances of a research using a combination of recurrent and feed-forward neural networks for long term prediction of chaotic time series. It is known tha...
ISNN
2004
Springer
15 years 2 months ago
2004
Springer
A flexible neural network (FNN) is a multilayer feedforward neural network with the characteristics of: (1) overlayer connections; (2) variable activation functions for different...
75
Voted
ESANN
2008
14 years 11 months ago
2008
This paper presents a new approach for time series prediction using local dynamic modeling. The proposed method is composed of three blocks: a Time Delay Line that transforms the o...
IJCNN
2007
IEEE
15 years 3 months ago
2007
IEEE
—In this paper we present two algorithms that automatically calculate linear expressions for Time Series. To estimate the maximum number of terms of the linear expression and the...
118
Voted
IJCNN
2006
IEEE
15 years 3 months ago
2006
IEEE
— the paper discusses an approach of using traditional time series analysis, as domain knowledge, to help the data-preparation of support vector machine for classifying documents...