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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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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
Authors:
Li, Dan
;
Jiang, Fuxin
;
Chen, Min
;
Qian, Tao
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View/Download:10/0
  |  
Submit date: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
Authors:
Li, Ranran
;
Hu, Yucai
;
Heng, Jiani
;
Chen, Xueli
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View/Download:6/0
  |  
Submit date: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
Authors:
Jiang, Fuxin
;
Zhang, Chengyuan
;
Sun, Shaolong
;
Sun, Jingyun
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View/Download:4/0
  |  
Submit date:2022/04/29
PM2.5 concentration forecasting
Complete ensemble empirical mode
decomposition with adaptive noise
Temporal convolutional
Data patterns
Deep learning
Post-measurement quantumness
期刊论文
Physica Scripta, 2021, 卷号: 96, 期号: 12
Authors:
Sun,Yuan
;
Luo,Shunlong
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View/Download:5/0
  |  
Submit date:2022/04/02
measurement
ensemble
Gram matrix
coherence
quantumness
Decomposition Methods for Tourism Demand Forecasting: A Comparative Study
期刊论文
JOURNAL OF TRAVEL RESEARCH, 2021, 页码: 18
Authors:
Zhang, Chengyuan
;
Li, Mingchen
;
Sun, Shaolong
;
Tang, Ling
;
Wang, Shouyang
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View/Download:10/0
  |  
Submit date:2022/04/02
tourism demand forecasting
decomposition methods
variational mode decomposition
decomposition and ensemble
machine learning
An innovative ensemble learning air pollution early-warning system for China based on incremental extreme learning machine
期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2021, 卷号: 12, 期号: 9, 页码: 15
Authors:
Du, Zongjuan
;
Heng, Jiani
;
Niu, Mingfei
;
Sun, Shaolong
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  |  
View/Download:6/0
  |  
Submit date:2022/04/02
Air quality early-warning system
Length-changeable incremental extreme
learning machine
Hybrid ensemble model
Fuzzy evaluation
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
Authors:
Zhang, Chengyuan
;
Jiang, Fuxin
;
Wang, Shouyang
;
Sun, Shaolong
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View/Download:28/0
  |  
Submit date:2021/04/26
artificial intelligence
Asia‐
Pacific region
decomposition ensemble approach
NA‐
MEMD
tourism demand forecasting
NUMERICAL INVESTIGATION OF ENSEMBLE METHODS WITH BLOCK ITERATIVE SOLVERS FOR EVOLUTION PROBLEMS
期刊论文
DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, 2020, 卷号: 25, 期号: 12, 页码: 4905-4923
Authors:
Ju, Lili
;
Leng, Wei
;
Wang, Zhu
;
Yuan, Shuai
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View/Download:34/0
  |  
Submit date:2021/01/14
Ensemble method
ensemble-based time stepping
block CG
block GMRES
iterative linear solver
Combining STRIPAT model and gated recurrent unit for forecasting nature gas consumption of China
期刊论文
MITIGATION AND ADAPTATION STRATEGIES FOR GLOBAL CHANGE, 2020, 页码: 19
Authors:
Xiao, Yi
;
Li, Keying
;
Hu, Yi
;
Xiao, Jin
;
Wang, Shouyang
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View/Download:32/0
  |  
Submit date:2020/09/23
Natural gas consumption forecasting
Emission reduction
Deep learning
STRIPAT model
Gated recurrent unit model
Bagging
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:43/0
  |  
Submit date:2020/05/24
Exchange rate forecasting
Interval-valued data
Autoregressive model
Neural networks
Bivariate empirical mode decomposition