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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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Forecasting carbon prices based on real-time decomposition and causal temporal convolutional networks
期刊论文
APPLIED ENERGY, 2023, 卷号: 331, 页码: 20
作者:
Li, Dan
;
Li, Yijun
;
Wang, Chaoqun
;
Chen, Min
;
Wu, Qi
收藏
  |  
浏览/下载:115/0
  |  
提交时间:2023/02/07
Carbon price forecast
Granger forecast
Real-time decomposition
Neural Granger causality
Causal temporal convolutional network
Multi-step-ahead wind speed forecasting based on a hybrid decomposition method and temporal convolutional networks
期刊论文
ENERGY, 2022, 卷号: 238, 页码: 22
作者:
Li, Dan
;
Jiang, Fuxin
;
Chen, Min
;
Qian, Tao
收藏
  |  
浏览/下载:134/0
  |  
提交时间:2022/04/02
Wind speed forecasting
Ensemble patch transform
Complete ensemble empirical mode
decomposition
Temporal convolutional network
Hybrid method
A novel multiscale forecasting model for crude oil price time series
期刊论文
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 卷号: 173, 页码: 15
作者:
Li, Ranran
;
Hu, Yucai
;
Heng, Jiani
;
Chen, Xueli
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  |  
浏览/下载:117/0
  |  
提交时间:2022/04/02
Crude oil price forecasting
Decomposition-ensemble method
Support vector machine
Multiscale strategy
Complexity analysis
Forecasting hourly PM2.5 based on deep temporal convolutional neural network and decomposition method
期刊论文
APPLIED SOFT COMPUTING, 2021, 卷号: 113, 页码: 15
作者:
Jiang, Fuxin
;
Zhang, Chengyuan
;
Sun, Shaolong
;
Sun, Jingyun
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  |  
浏览/下载:115/0
  |  
提交时间:2022/04/29
PM2.5 concentration forecasting
Complete ensemble empirical mode
decomposition with adaptive noise
Temporal convolutional
Data patterns
Deep learning
Decomposition Methods for Tourism Demand Forecasting: A Comparative Study
期刊论文
JOURNAL OF TRAVEL RESEARCH, 2021, 页码: 18
作者:
Zhang, Chengyuan
;
Li, Mingchen
;
Sun, Shaolong
;
Tang, Ling
;
Wang, Shouyang
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  |  
浏览/下载:112/0
  |  
提交时间:2022/04/02
tourism demand forecasting
decomposition methods
variational mode decomposition
decomposition and ensemble
machine learning
A new decomposition ensemble approach for tourism demand forecasting: Evidence from major source countries in Asia-Pacific region
期刊论文
INTERNATIONAL JOURNAL OF TOURISM RESEARCH, 2021, 页码: 14
作者:
Zhang, Chengyuan
;
Jiang, Fuxin
;
Wang, Shouyang
;
Sun, Shaolong
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  |  
浏览/下载:168/0
  |  
提交时间:2021/04/26
artificial intelligence
Asia‐
Pacific region
decomposition ensemble approach
NA‐
MEMD
tourism demand forecasting
Interval forecasting of exchange rates: a new interval decomposition ensemble approach
期刊论文
INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2020, 页码: 28
作者:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
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  |  
浏览/下载:148/0
  |  
提交时间:2020/05/24
Exchange rate forecasting
Interval-valued data
Autoregressive model
Neural networks
Bivariate empirical mode decomposition
A multi-scale method for forecasting oil price with multi-factor search engine data
期刊论文
APPLIED ENERGY, 2020, 卷号: 257, 页码: 12
作者:
Tang, Ling
;
Zhang, Chengyuan
;
Li, Ling
;
Wang, Shouyang
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  |  
浏览/下载:141/0
  |  
提交时间:2020/05/24
Big data
Search engine data
Google trends
Multivariate empirical mode decomposition
Oil price forecasting
A new multiscale decomposition ensemble approach for forecasting exchange rates
期刊论文
ECONOMIC MODELLING, 2019, 卷号: 81, 页码: 49-58
作者:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
收藏
  |  
浏览/下载:167/0
  |  
提交时间:2020/01/10
Exchange rates forecasting
Variational mode decomposition
Support vector regression
Support vector neural network
Ensemble learning
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
作者:
Gan, Kai
;
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
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  |  
浏览/下载:250/0
  |  
提交时间:2018/11/16
Secondary-decomposition-ensemble learning paradigm
Complementary ensemble empirical mode decomposition
Phase space reconstruction
Least square support vector regression
Hybrid intelligent algorithm