251 search results - page 2 / 51 » LS-SVM functional network for time series prediction |
TKDE
2008
13 years 5 months ago
2008
Abstract--This paper presents an investigation into the use of the delay coordinate embedding technique in the multi-inputmultioutput-adaptive-network-based fuzzy inference system ...
FUZZY
1994
Springer
13 years 9 months ago
1994
Springer
In this paper, evolution strategy is applied in order to improve the time series prediction accuracy of a Sugeno and Takagi type fuzzy inference system FIS. The presented approach...
NCA
2008
IEEE
13 years 5 months ago
2008
IEEE
Motivated by the slow learning properties of multilayer perceptrons (MLPs) which utilize computationally intensive training algorithms, such as the backpropagation learning algorit...
AUSAI
2006
Springer
13 years 9 months ago
2006
Springer
A novel type of higher order pipelined neural network, the polynomial pipelined neural network, is presented. The network is constructed from a number of higher order neural networ...
ICNC
2005
Springer
13 years 11 months ago
2005
Springer
: Traffic behavior in a large-scale network can be viewed as a complicated non-linear system, so it is very difficult to describe the long-term network traffic behavior in a large-...