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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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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
  |  
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
  |  
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
  |  
Submit date:2020/01/10
Exchange rates forecasting
Variational mode decomposition
Support vector regression
Support vector neural network
Ensemble learning
The capital flow of stock market studies based on epidemic model with double delays
期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 526, 页码: 18
Authors:
Zhou, Qi
;
Sun, Shaolong
;
Liu, Qian
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View/Download:19/0
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Submit date:2020/01/10
Epidemic model
Fund contagion
Herd behaviour
Parameter inversion
Nonlinear vector auto-regression neural network for forecasting air passenger flow
期刊论文
JOURNAL OF AIR TRANSPORT MANAGEMENT, 2019, 卷号: 78, 页码: 54-62
Authors:
Sun, Shaolong
;
Lu, Hongxu
;
Tsui, Kwok-Leung
;
Wang, Shouyang
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View/Download:20/0
  |  
Submit date:2020/01/10
Air passenger flow forecasting
Nonlinear vector auto-regression
Multilayer perceptron neural network
Competition over resources algorithm
Mean impact value
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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View/Download:18/0
  |  
Submit date:2020/01/10
Exchange rate forecasting
Evolutionary support vector regression
Particle swarm optimization
Genetic algorithm
Phase space reconstruction
Sentiment Lexicon Construction With Hierarchical Supervision Topic Model
期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2019, 卷号: 27, 期号: 4, 页码: 704-718
Authors:
Deng, Gong
;
Jing, Liping
;
Yu, Jian
;
Sun, Shaolong
;
Ng, Michael K.
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View/Download:24/0
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Submit date:2019/04/02
Sentiment analysis
topic model
sentiment lexicon construction
opinion mining
text mining
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
  |  
Submit date:2019/01/11
Tourism demand forecasting
Kernel extreme learning machine
Search query data
Big data analytics
Composite search index
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