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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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An anticrime information support system design: Application of K-means-VMD-BiGRU in the city of Chicago
期刊论文
INFORMATION & MANAGEMENT, 2022, 卷号: 59, 期号: 5, 页码: 13
作者:
Zhu, Qing
;
Zhang, Fan
;
Liu, Shan
;
Li, Yuze
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浏览/下载:60/0
  |  
提交时间:2023/02/07
Crime inference
Public security
Spatial heterogeneity
Time-lag effect
Machine learning
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
作者:
Li,Yuze
;
Jiang,Shangrong
;
Li,Xuerong
;
Wang,Shouyang
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  |  
浏览/下载:111/0
  |  
提交时间:2022/04/29
Bitcoin price
Variational mode decomposition
Deep learning
Price forecasting
Algorithmic trading
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
作者:
Jiang, Shangrong
;
Li, Yuze
;
Wang, Shouyang
;
Zhao, Lin
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浏览/下载:139/0
  |  
提交时间:2022/04/02
Game theory
Blockchain
Platform competition
Empirical analysis
Volatility communicator or receiver? Investigating volatility spillover mechanisms among Bitcoin and other financial markets
期刊论文
RESEARCH IN INTERNATIONAL BUSINESS AND FINANCE, 2022, 卷号: 59, 页码: 14
作者:
Jiang, Shangrong
;
Li, Yuze
;
Lu, Quanying
;
Wang, Shouyang
;
Wei, Yunjie
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  |  
浏览/下载:126/0
  |  
提交时间:2022/04/02
Volatility spillover
Financial property
TVP-VAR model
Variational mode decomposition
Hypotheses testing
Pricing strategies for blockchain payment service under customer heterogeneity
期刊论文
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2021, 卷号: 242, 页码: 14
作者:
Li, Yuze
;
Jiang, Shangrong
;
Shi, Jianming
;
Wei, Yunjie
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  |  
浏览/下载:116/0
  |  
提交时间:2022/04/02
Blockchain
Supply chain management
Pricing strategy
Game theory
A New Hybrid VMD-ICSS-BiGRU Approach for Gold Futures Price Forecasting and Algorithmic Trading
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 卷号: 8, 期号: 6, 页码: 1357-1368
作者:
Li, Yuze
;
Wang, Shouyang
;
Wei, Yunjie
;
Zhu, Qing
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  |  
浏览/下载:109/0
  |  
提交时间:2022/04/02
Gold
Forecasting
Autoregressive processes
Predictive models
Signal resolution
Deep learning
Mathematical model
Algorithmic trading
bidirectional gated recurrent unit (BiGRU)
gold futures price forecasting
variational mode decomposition (VMD)
Take Bitcoin into your portfolio: a novel ensemble portfolio optimization framework for broad commodity assets
期刊论文
Financial Innovation, 2021, 卷号: 7, 期号: 1
作者:
Li,Yuze
;
Jiang,Shangrong
;
Wei,Yunjie
;
Wang,Shouyang
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  |  
浏览/下载:120/0
  |  
提交时间:2021/10/26
Portfolio optimization
Bitcoin
Deep learning
Reinforcement learning
Variational mode decomposition
Policy assessments for the carbon emission flows and sustainability of Bitcoin blockchain operation in China
期刊论文
NATURE COMMUNICATIONS, 2021, 卷号: 12, 期号: 1, 页码: 10
作者:
Jiang, Shangrong
;
Li, Yuze
;
Lu, Quanying
;
Hong, Yongmiao
;
Guan, Dabo
;
Xiong, Yu
;
Wang, Shouyang
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  |  
浏览/下载:128/0
  |  
提交时间:2021/10/26
The role of news sentiment in oil futures returns and volatility forecasting: Data-decomposition based deep learning approach
期刊论文
ENERGY ECONOMICS, 2021, 卷号: 95, 页码: 11
作者:
Li, Yuze
;
Jiang, Shangrong
;
Li, Xuerong
;
Wang, Shouyang
收藏
  |  
浏览/下载:148/0
  |  
提交时间:2021/04/26
News sentiment
Returns and volatility forecasting
Variational mode decomposition
Deep learning
Crude oil price analysis and forecasting: A perspective of "new triangle"
期刊论文
ENERGY ECONOMICS, 2020, 卷号: 87, 页码: 14
作者:
Lu, Quanying
;
Li, Yuze
;
Chai, Jian
;
Wang, Shouyang
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  |  
浏览/下载:195/0
  |  
提交时间:2020/06/30
Crude oil
Dynamic Bayesian structural time series model
Google trend
Kalman filtering
Spike and slab prior
Bayesian model average