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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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Short-term load forecasting with an improved dynamic decomposition-reconstruction-ensemble approach
期刊论文
ENERGY, 2023, 卷号: 263, 页码: 16
作者:
Yang, Dongchuan
;
Guo, Ju-e
;
Li, Yanzhao
;
Sun, Shaolong
;
Wang, Shouyang
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2023/02/07
Short -term load forecasting
Time series modeling
Dynamic decomposition-reconstruction tech
nique
Neural networks
Market volatility, market skewness, and the cross-section of expected returns in Chinese equity markets
期刊论文
APPLIED ECONOMICS, 2022, 页码: 17
作者:
Liu, Qing
;
Wang, Shouyang
;
Sui, Cong
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  |  
浏览/下载:54/0
  |  
提交时间:2023/02/07
Volatility risk
risk-neutral skewness
options
cross-sectional regression
asymmetry
A novel deep learning approach for tourism volume forecasting with tourist search data
期刊论文
INTERNATIONAL JOURNAL OF TOURISM RESEARCH, 2022, 页码: 15
作者:
Li, Mingchen
;
Zhang, Chengyuan
;
Sun, Shaolong
;
Wang, Shouyang
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  |  
浏览/下载:54/0
  |  
提交时间:2023/02/07
bi-directional gated recurrent unit
search engine data
stacked autoencoders
tourism volume forecasting
Plant-level real-time monitoring data reveal substantial abatement potential of air pollution and CO(2 )in China's cement sector
期刊论文
ONE EARTH, 2022, 卷号: 5, 期号: 8, 页码: 892-906
作者:
Tang, Ling
;
Ruan, Jianhui
;
Bo, Xin
;
Mi, Zhifu
;
Wang, Shouyang
;
Dong, Guangxia
;
Davis, Steven J.
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  |  
浏览/下载:56/0
  |  
提交时间:2023/02/07
A new PM2.5 concentration forecasting system based on AdaBoost-ensemble system with deep learning approach
期刊论文
JOURNAL OF FORECASTING, 2022, 页码: 22
作者:
Li, Zhongfei
;
Gan, Kai
;
Sun, Shaolong
;
Wang, Shouyang
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  |  
浏览/下载:64/0
  |  
提交时间:2023/02/07
AdaBoost-ensemble
deep learning
hybrid data preprocessing-analysis strategy
LSTM
Foreign Trade Survey Data: Do They Help in Forecasting Exports and Imports?
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2022, 页码: 24
作者:
Bai Yun
;
Wang Shouyang
;
Zhang Xun
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  |  
浏览/下载:59/0
  |  
提交时间:2023/02/07
ARIMAX
artificial neural network
composite index
forecasting
foreign trade
Granger causality test
survey data
A survey of supply chain operation and finance with Fintech: Research framework and managerial insights
期刊论文
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2022, 卷号: 247, 页码: 9
作者:
Li, Jian
;
He, Zhou
;
Wang, Shouyang
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  |  
浏览/下载:97/0
  |  
提交时间:2022/06/21
Supply chain finance
Fintech
Investment element
Operation capacity
Daily tourism demand forecasting: the impact of complex seasonal patterns and holiday effects
期刊论文
CURRENT ISSUES IN TOURISM, 2022, 页码: 20
作者:
Liu, Yunhao
;
Feng, Gengzhong
;
Chin, Kwai-Sang
;
Sun, Shaolong
;
Wang, Shouyang
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  |  
浏览/下载:166/0
  |  
提交时间:2022/06/21
Tourism demand forecasting
daily tourism demand
holiday effects
seasonal patterns
FB Prophet
Regional variation in the drivers of China's residential electricity consumption (REC) and policy orientation
期刊论文
ENERGY FOR SUSTAINABLE DEVELOPMENT, 2022, 卷号: 67, 页码: 112-124
作者:
Wang, Shubin
;
Sun, Shaolong
;
Zhao, Erlong
;
Wang, Shouyang
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  |  
浏览/下载:98/0
  |  
提交时间:2022/06/21
Residential electricity consumption
Regional difference
LMDI method
China
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
作者:
Zhao, Erlong
;
Du, Pei
;
Azaglo, Ernest Young
;
Wang, Shouyang
;
Sun, Shaolong
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  |  
浏览/下载:165/0
  |  
提交时间:2022/04/29
Daily tourism volume forecasting
decomposition ensemble approach
sample entropy
kernel extreme learning machine
multi-kernel adaptive strategy