Artificial Sine and Cosine Trigonometric Higher Order Neural Networks for Financial Data Prediction
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This chapter develops two new nonlinear artificial higher order neural network models. They are Sine and Sine Higher Order Neural Networks (SIN-HONN) and Cosine and Cosine Higher Order Neural Networks (COS-HONN). Financial data prediction using SIN-HONN and COS-HONN models are tested. Results show that SIN-HONN and COS-HONN models are good models for financial data prediction compare with Polynomial Higher Order Neural Network (PHONN) and Trigonometric Higher Order Neural Network (THONN) models.
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2000 ◽
Vol 10
(02)
◽
pp. 123-142
◽
2002 ◽
Vol 13
(1)
◽
pp. 188-204
◽
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