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Instance-based deep transfer learning with attention for stock movement prediction Journal article
He, Qi-Qiao, Siu, Shirley Weng In, Si, Yain-Whar. Instance-based deep transfer learning with attention for stock movement prediction[J]. APPLIED INTELLIGENCE, 2022, 53(6), 6887–6908.
Authors:  He, Qi-Qiao;  Siu, Shirley Weng In;  Si, Yain-Whar
Favorite | TC[WOS]:10 TC[Scopus]:13  IF:3.4/3.9 | Submit date：2022/07/24
Instance-based  Deep Transfer Learning  Stock Movement Prediction  Attention Mechanism  
Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction Conference paper
Jiexia Ye, Juanjuan Zhao, Kejiang Ye, Chengzhong Xu. Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction[C], IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA:IEEE, 2021, 6702 - 6709.
Authors:  Jiexia Ye;  Juanjuan Zhao;  Kejiang Ye;  Chengzhong Xu
Favorite | TC[WOS]:32 TC[Scopus]:56 | Submit date：2021/09/18
Gcn  Graph Convolutional Network  Gru  Relationship  Stock Movement  Stock Price  
Adaptive Fourier Decomposition based automatic stock movement forecasting system Conference paper
Hong W., Zhang L.. Adaptive Fourier Decomposition based automatic stock movement forecasting system[C], 2012, 292-296.
Authors:  Hong W.;  Zhang L.
Favorite | TC[WOS]:4 TC[Scopus]:4 | Submit date：2019/04/04
Adaptive Fourier Decomposition  Bp Neural Networking  Stock Movement Forecasting  The Dow Theory  
A novel instantaneous frequency algorithm and its application in stock index movement prediction Journal article
Zhang L., Liu N., Yu P.. A novel instantaneous frequency algorithm and its application in stock index movement prediction[J]. IEEE Journal on Selected Topics in Signal Processing, 2012, 6(4), 311-318.
Authors:  Zhang L.;  Liu N.;  Yu P.
Favorite | TC[WOS]:12 TC[Scopus]:22 | Submit date：2019/04/04
Α-counting If  Backpropagation (Bp) Neural Network  Empirical Mode Decomposition (Emd)  Instantaneous Frequency (If)  Intrinsic Mode Function (Imf)  Radial Basis Function (Rbf) Neural Network  Stock Price Movement Prediction