Financial Time Series Prediction Based on Deep Learning

Hongju Yan; Hongbing Ouyang

doi:10.1007/s11277-017-5086-2

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Financial Time Series Prediction Based on Deep Learning

Hongju Yan Hongbing Ouyang

Year: 2017 Journal: Wireless Personal Communications Vol: 102 (2)Pages: 683-700 Publisher: Springer Science+Business Media

DOI: 10.1007/s11277-017-5086-2

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Keywords:

Computer science Time series Artificial intelligence Series (stratigraphy) Perceptron Machine learning Long-term prediction Artificial neural network Generalization Autoregressive model Support vector machine Finance Wavelet transform Multilayer perceptron Wavelet Econometrics Mathematics

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150

Cited By

8.16

FWCI (Field Weighted Citation Impact)

Refs

0.98

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Stock Market Forecasting Methods

Social Sciences → Decision Sciences → Management Science and Operations Research

Time Series Analysis and Forecasting

Physical Sciences → Computer Science → Signal Processing

Currency Recognition and Detection

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Financial Time Series Prediction Based on Deep Learning

Metrics

Citation History

Topics

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