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A new ensemble deep learning approach for exchange rates forecasting and trading 期刊论文
ADVANCED ENGINEERING INFORMATICS, 2020, 卷号: 46, 页码: 10
Authors:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie
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Ensemble learning  Forecasting  Trading  Deep learning  LSTM  
Interval forecasting of exchange rates: a new interval decomposition ensemble approach 期刊论文
INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2020, 页码: 28
Authors:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie
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Exchange rate forecasting  Interval-valued data  Autoregressive model  Neural networks  Bivariate empirical mode decomposition  
A new multiscale decomposition ensemble approach for forecasting exchange rates 期刊论文
ECONOMIC MODELLING, 2019, 卷号: 81, 页码: 49-58
Authors:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie
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Exchange rates forecasting  Variational mode decomposition  Support vector regression  Support vector neural network  Ensemble learning  
Evolutionary support vector machine for RMB exchange rate forecasting 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 521, 页码: 692-704
Authors:  Fu, Sibao;  Li, Yongwu;  Sun, Shaolong;  Li, Hongtao
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Exchange rate forecasting  Evolutionary support vector regression  Particle swarm optimization  Genetic algorithm  Phase space reconstruction  
How efficient are China's macroeconomic forecasts? Evidences from a new forecasting evaluation approach 期刊论文
ECONOMIC MODELLING, 2018, 卷号: 68, 页码: 506-513
Authors:  Sun, Yuying;  Wang, Shouyang;  Zhang, Xun
Favorite  |  View/Download:94/0  |  Submit date:2018/07/30
Forecast revisions  Macroeconomic forecast  Unbalanced three-dimensional panel data  Surveys  LINEX asymmetric loss function  
akelmbasedensemblelearningapproachforexchangerateforecasting 期刊论文
journalofsystemsscienceandinformation, 2018, 卷号: 000, 期号: 004, 页码: 289
Authors:  Wei Yunjie;  Sun Shaolong;  Lai Kin Keung;  Abbas Ghulam
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cointegrationandcausalityrelationshipbetweenstockmarketmoneymarketandforeignexchangemarketinpakistan 期刊论文
journalofsystemsscienceandinformation, 2017, 卷号: 000, 期号: 001, 页码: 1
Authors:  Abbas Ghulam;  Bhowmik Roni;  Koju Laxmi;  Wang Shouyang
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Cointegration and Causality Relationship Between Stock Market,Money Market and Foreign Exchange Market in Pakistan 期刊论文
系统科学与信息学报:英文版, 2017, 卷号: 0.0, 期号: 1.0, 页码: 1-20
Authors:  Abbas Ghulam;  Bhowmik Roni;  Koju Laxmi;  Wang Shouyang
Favorite  |  View/Download:54/0  |  Submit date:2021/01/14
KSE-100 index  money supply  interest rate  exchange rate  Pakistan  
A multiscale neural network learning paradigm for financial crisis forecasting 期刊论文
NEUROCOMPUTING, 2010, 卷号: 73, 期号: 4-6, 页码: 716-725
Authors:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung;  Wen, Fenghua
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Artificial neural networks  Empirical mode decomposition (EMD)  Hilbert-EMD transform  Multiscale learning  Financial crisis forecasting  
Forecasting foreign exchange rates with an improved back-propagation learning algorithm with adaptive smoothing momentum terms 期刊论文
FRONTIERS OF COMPUTER SCIENCE IN CHINA, 2009, 卷号: 3, 期号: 2, 页码: 167-176
Authors:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
Favorite  |  View/Download:72/0  |  Submit date:2018/07/30
back-propagation neural network  adaptive smoothing momentum  heuristic method  foreign exchange rates forecasting