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...
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| Format: | Thesis |
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2008
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| Online Access: | http://hdl.handle.net/10356/3561 |