Stacked Heterogeneous Neural Networks for Time Series Forecasting

Stacked Heterogeneous Neural Networks for Time Series Forecasting

A hybrid model for time series forecasting is proposed. It is a stacked neural network, containing one normal multilayer perceptron with bipolar sigmoid activation functions, and the other with an exponential activation function in the output layer. As shown by the case studies, the proposed stacked...

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Bibliographic Details
Main Authors:	Florin Leon, Mihai Horia Zaharia
Format:	Article
Language:	English
Published:	Hindawi Limited 2010-01-01
Series:	Mathematical Problems in Engineering
Online Access:	http://dx.doi.org/10.1155/2010/373648

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