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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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Impact of the RMB Joining in the SDR Basket on Its Internationalization from the Perspective of Risk Spillover
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 12
Authors:
Zhang, Bingjie
;
Wang, Shouyang
;
Wei, Yunjie
;
Zhao, Xueting
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View/Download:10/0
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Submit date:2020/09/23
Dynamic network
risk spillover
RMB internationalization
SDR basket
structural VAR
Knowledge mapping of tourism demand forecasting research
期刊论文
TOURISM MANAGEMENT PERSPECTIVES, 2020, 卷号: 35, 页码: 15
Authors:
Zhang, Chengyuan
;
Wang, Shouyang
;
Sun, Shaolong
;
Wei, Yunjie
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View/Download:11/0
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Submit date:2020/09/23
Bibliometric analysis
Tourist arrival
Hospitality demand
Knowledge map
CiteSpace
Infographic
A Clustering-Based Nonlinear Ensemble Approach for Exchange Rates Forecasting
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 6, 页码: 2284-2292
Authors:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
;
Zhang, Guowei
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View/Download:12/0
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Submit date:2020/06/30
Forecasting
Exchange rates
Predictive models
Self-organizing feature maps
Clustering algorithms
exchange rates forecasting
kernel-based extreme learning machine (KELM)
nonlinear ensemble
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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View/Download:11/0
  |  
Submit date: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
Authors:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
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View/Download:19/0
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Submit date:2020/01/10
Exchange rates forecasting
Variational mode decomposition
Support vector regression
Support vector neural network
Ensemble learning
Return and Volatility Connectedness between Stock Markets and Macroeconomic Factors in the G-7 Countries
期刊论文
JOURNAL OF SYSTEMS SCIENCE AND SYSTEMS ENGINEERING, 2019, 卷号: 28, 期号: 1, 页码: 1-36
Authors:
Abbas, Ghulam
;
Hammoudeh, Shawkat
;
Shahzad, Syed Jawad Hussain
;
Wang, Shouyang
;
Wei, Yunjie
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View/Download:37/0
  |  
Submit date:2019/03/11
G-7 return
volatility
connectedness
macroeconomic factors
generalized VAR
Forecasting tourist arrivals with machine learning and internet search index
期刊论文
TOURISM MANAGEMENT, 2019, 卷号: 70, 页码: 1-10
Authors:
Sun, Shaolong
;
Wei, Yunjie
;
Tsui, Kwok-Leung
;
Wang, Shouyang
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View/Download:34/0
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Submit date:2019/01/11
Tourism demand forecasting
Kernel extreme learning machine
Search query data
Big data analytics
Composite search index
returnandvolatilityconnectednessbetweenstockmarketsandmacroeconomicfactorsintheg7countries
期刊论文
journalofsystemsscienceandsystemsengineering, 2019, 卷号: 28, 期号: 1, 页码: 1
Authors:
Abbas Ghulam
;
Hammoudeh Shawkat
;
Shahzad Syed Jawad Hussain
;
Wang Shouyang
;
Wei Yunjie
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View/Download:19/0
  |  
Submit date:2020/01/10
A secondary-decomposition-ensemble learning paradigm for forecasting PM2.5 concentration
期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2018, 卷号: 9, 期号: 6, 页码: 989-999
Authors:
Gan, Kai
;
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
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  |  
View/Download:47/0
  |  
Submit date:2018/11/16
Secondary-decomposition-ensemble learning paradigm
Complementary ensemble empirical mode decomposition
Phase space reconstruction
Least square support vector regression
Hybrid intelligent algorithm
Interval decomposition ensemble approach for crude oil price forecasting
期刊论文
ENERGY ECONOMICS, 2018, 卷号: 76, 页码: 274-287
Authors:
Sun, Shaolong
;
Sun, Yuying
;
Wang, Shouyang
;
Wei, Yunjie
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View/Download:25/0
  |  
Submit date:2019/03/05
Bivariate empirical mode decomposition
Crude oil price forecasting
Interval-valued time series
Interval Holt's method
Interval neural networks