Dynamic ridge polynomial neural network: forecasting the univariate non-stationary and stationary trading signals

This paper considers the prediction of noisy time series data, specifically, the prediction of financial signals. A novel Dynamic Ridge Polynomial Neural Network (DRPNN) for financial time series prediction is presented which combines the properties of both higher order and recurrent neural network....

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Bibliographic Details
Main Authors: Ghazali, Rozaida, Hussain, Abir Jaafar, Liatsis, Panos
Format: Article
Published: 2011
Subjects:
Online Access:http://eprints.uthm.edu.my/3037/