A novel deep learning framework: Prediction and analysis of financial time series using CEEMD and LSTM

2020 ◽  
Vol 159 ◽  
pp. 113609
Author(s):  
Yong'an Zhang ◽  
Binbin Yan ◽  
Memon Aasma
Keyword(s):  
Time Series ◽  
Deep Learning ◽  
Financial Time Series ◽  
Learning Framework ◽  
Financial Time

scholarly journals Deep Learning for Financial Time-Series Data Analytics: An Image Processing Based Approach

2020 ◽  
Vol 10 (1) ◽  
pp. 51-56
Author(s):  
Watthana Pongsena ◽  
Prakaidoy Ditsayabut ◽  
Nittaya Kerdprasop ◽  
Kittisak Kerdprasop
Keyword(s):  
Image Processing ◽  
Time Series ◽  
Deep Learning ◽  
Data Analytics ◽  
Time Series Data ◽  
Financial Time Series ◽  
Series Data ◽  
Financial Time

Prediction research of financial time series based on deep learning

2020 ◽  
Vol 24 (11) ◽  
pp. 8295-8312 ◽  
Author(s):  
Zhaoyi Xu ◽  
Jia Zhang ◽  
Junyao Wang ◽  
Zhiming Xu
Keyword(s):  
Time Series ◽  
Deep Learning ◽  
Financial Time Series ◽  
Financial Time

scholarly journals Comparative Analysis of Deep Learning Models for Multi-Step Prediction of Financial Time Series

2020 ◽  
Vol 16 (10) ◽  
pp. 1401-1416
Author(s):  
Saugat Aryal ◽  
Dheynoshan Nadarajah ◽  
Prabath Lakmal Rupasinghe ◽  
Chandimal Jayawardena ◽  
Dharshana Kasthurirathna
Keyword(s):  
Time Series ◽  
Deep Learning ◽  
Comparative Analysis ◽  
Financial Time Series ◽  
Learning Models ◽  
Financial Time
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