Time series prediction using wavelet and neural networks
In this dissertation, the effectiveness of Wavelet Packet Multi-Layer Perceptrons (WP-MLP) neural network for temporal sequence prediction is investigated. The WP-MLP is essentially a neural network with an input signal decomposed to various resolutions using wavelet transform. The Wavelet packets...
Saved in:
Main Author: | Teo, Kok Keong. |
---|---|
Other Authors: | Wang, Lipo |
Format: | Theses and Dissertations |
Published: |
2008
|
Subjects: | |
Online Access: | http://hdl.handle.net/10356/3561 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Nanyang Technological University |
Similar Items
-
Wavelet neural network for stock trading and prediction
by: Huang, Le
Published: (2014) -
Financial time series prediction using gap networks
by: Aung Myuu Latt
Published: (2008) -
Predicting and timing of bank failure using neural networks
by: Wong, Melvin Wai Leet
Published: (2011) -
Stock trading and prediction using neural networks
by: Liu, Mi.
Published: (2012) -
Stock trading and prediction using neural network
by: Cheng, Pang Boon.
Published: (2011)