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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
作者:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
收藏
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浏览/下载：11/0
|
提交时间：2021/04/26
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
作者:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
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浏览/下载：12/0
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提交时间：2020/05/24
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
作者:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
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浏览/下载：45/0
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提交时间：2020/01/10
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
作者:
Fu, Sibao
;
Li, Yongwu
;
Sun, Shaolong
;
Li, Hongtao
收藏
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浏览/下载：49/0
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提交时间：2020/01/10
Exchange rate forecasting
Evolutionary support vector regression
Particle swarm optimization
Genetic algorithm
Phase space reconstruction
Forecasting of Forex Time Series Data Based on Deep Learning
会议论文
7th International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI), OCT 19-21, 2018
作者:
Ni, Lina
;
Li, Yujie
;
Wang, Xiao
;
Zhang, Jinquan
;
Yu, Jiguo
收藏
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浏览/下载：9/0
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提交时间：2019/12/31
Deep learning
Recurrent neural network
Convolutional neural network
Foreign Exchange Rate
Time series analysis
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
作者:
Sun, Yuying
;
Wang, Shouyang
;
Zhang, Xun
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浏览/下载：14/0
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提交时间：2018/07/30
Forecast revisions
Macroeconomic forecast
Unbalanced three-dimensional panel data
Surveys
LINEX asymmetric loss function
Forecasting exchange rate using variational mode decomposition and entropy theory
期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2018, 卷号: Vol.510, 页码: 15-25
作者:
He, Kaijian
;
Chen, Yanhui
;
Tso, Geoffrey K.F.
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浏览/下载：3/0
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提交时间：2019/12/26
Variational mode decomposition
Exchange rate forecasting
Multi-scale analysis
Minimum error entropy
Transient factor
Signal processing
akelmbasedensemblelearningapproachforexchangerateforecasting
期刊论文
journalofsystemsscienceandinformation, 2018, 卷号: 000, 期号: 004, 页码: 289
作者:
Wei Yunjie
;
Sun Shaolong
;
Lai Kin Keung
;
Abbas Ghulam
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浏览/下载：19/0
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提交时间：2020/01/10
Modelling exchange rate volatility with random level shifts
期刊论文
APPLIED ECONOMICS, 2017, 卷号: 49, 期号: 26, 页码: 2579-2589
作者:
Li, Ye
;
Perron, Pierre
;
Xu, Jiawen
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浏览/下载：4/0
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提交时间：2019/08/22
Random level shifts
long-memory
forecasting
volatility
Research on Exchange Rate Forecasting Model Based on ARIMA Model and Artificial Neural Network Model
会议论文
PROCEEDINGS OF THE 2017 2ND INTERNATIONAL CONFERENCE ON MATERIALS SCIENCE, MACHINERY AND ENERGY ENGINEERING (MSMEE 2017), 2017-01-01
作者:
Xu Min
;
Li Weiguo
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浏览/下载：2/0
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提交时间：2019/12/30
ARIMA model
BP neural network model
exchange rate
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