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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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Hybrid data decomposition-based deep learning for Bitcoin prediction and algorithm trading
期刊论文
Financial Innovation, 2022, 卷号: 8, 期号: 1
Authors:
Li,Yuze
;
Jiang,Shangrong
;
Li,Xuerong
;
Wang,Shouyang
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View/Download:11/0
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Submit date:2022/04/29
Bitcoin price
Variational mode decomposition
Deep learning
Price forecasting
Algorithmic trading
Forecasting daily tourism volume: a hybrid approach with CEMMDAN and multi-kernel adaptive ensemble
期刊论文
CURRENT ISSUES IN TOURISM, 2022, 页码: 20
Authors:
Zhao, Erlong
;
Du, Pei
;
Azaglo, Ernest Young
;
Wang, Shouyang
;
Sun, Shaolong
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  |  
View/Download:8/0
  |  
Submit date:2022/04/29
Daily tourism volume forecasting
decomposition ensemble approach
sample entropy
kernel extreme learning machine
multi-kernel adaptive strategy
Static or dynamic? Characterize and forecast the evolution of urban crime distribution
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 190, 页码: 16
Authors:
Zhu, Qing
;
Zhang, Fan
;
Liu, Shan
;
Wang, Lin
;
Wang, Shouyang
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View/Download:9/0
  |  
Submit date:2022/04/02
Urban crime
Spatiotemporal framework
Crime distribution
Graph neural network
Big Data in Forecasting Research: A Literature Review
期刊论文
BIG DATA RESEARCH, 2022, 卷号: 27, 页码: 30
Authors:
Tang, Ling
;
Li, Jieyi
;
Du, Hongchuan
;
Li, Ling
;
Wu, Jun
;
Wang, Shouyang
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  |  
View/Download:18/0
  |  
Submit date:2022/04/02
Big data
Forecasting
Literature review
Prediction models
Information
Blockchain competition: The tradeoff between platform stability and efficiency
期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2022, 卷号: 296, 期号: 3, 页码: 1084-1097
Authors:
Jiang, Shangrong
;
Li, Yuze
;
Wang, Shouyang
;
Zhao, Lin
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View/Download:5/0
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Submit date:2022/04/02
Game theory
Blockchain
Platform competition
Empirical analysis
How do individual characteristics and social capital shape users' continuance intentions of smart wearable products?
期刊论文
TECHNOLOGY IN SOCIETY, 2022, 卷号: 68, 页码: 11
Authors:
Wang, Nan
;
Xie, Wenxuan
;
Ali, Ahsan
;
Brem, Alexander
;
Wang, Shouyang
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View/Download:12/0
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Submit date:2022/04/02
Individual characteristics
Social capital
Perceived value
Continuance intention
Means-end chain theory
Seasonal and trend forecasting of tourist arrivals: An adaptive multiscale ensemble learning approach
期刊论文
INTERNATIONAL JOURNAL OF TOURISM RESEARCH, 2022, 页码: 18
Authors:
Xing, Guangyuan
;
Sun, Shaolong
;
Bi, Dan
;
Guo, Ju-e
;
Wang, Shouyang
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View/Download:10/0
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Submit date:2022/04/02
ensemble learning
least square support vector regression
seasonality
tourism demand forecasting
variational mode decomposition
An interval decomposition-ensemble approach with data-characteristic-driven reconstruction for short-term load forecasting
期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 16
Authors:
Yang, Dongchuan
;
Guo, Ju-E
;
Sun, Shaolong
;
Han, Jing
;
Wang, Shouyang
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View/Download:13/0
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Submit date:2022/04/02
Short-term load forecasting
Bivariate empirical mode decomposition
Decomposition-ensemble approach
Reconstruction
Bayesian optimization
Long short-term memory network
Probabilistic and deterministic wind speed forecasting based on non-parametric approaches and wind characteristics information
期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 13
Authors:
Heng, Jiani
;
Hong, Yongmiao
;
Hu, Jianming
;
Wang, Shouyang
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View/Download:8/0
  |  
Submit date:2022/04/02
Probabilistic and deterministic wind speed
forecasting
Wind characteristic information
Probability density functions
Generalized Gaussian process
Pseudo-Likelihood
The impact of China's low-carbon transition on economy, society and energy in 2030 based on CO2 emissions drivers
期刊论文
ENERGY, 2022, 卷号: 239, 页码: 12
Authors:
Shi, Huiting
;
Chai, Jian
;
Lu, Quanying
;
Zheng, Jiali
;
Wang, Shouyang
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View/Download:13/0
  |  
Submit date:2022/04/02
CO2 emissions
Low-carbon economy
Transition impact
Bayesian network