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科研机构
数学与系统科学研究... [12]
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期刊论文 [12]
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2023 [1]
2021 [1]
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2019 [2]
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专题:数学与系统科学研究院
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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:21/0
  |  
提交时间:2023/02/07
Carbon price forecast
Granger forecast
Real-time decomposition
Neural Granger causality
Causal temporal convolutional network
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
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2022/04/02
Crude oil price forecasting
Decomposition-ensemble method
Support vector machine
Multiscale strategy
Complexity analysis
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
作者:
Xiao, Yi
;
Li, Keying
;
Hu, Yi
;
Xiao, Jin
;
Wang, Shouyang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/09/23
Natural gas consumption forecasting
Emission reduction
Deep learning
STRIPAT model
Gated recurrent unit model
Bagging
A Clustering-Based Nonlinear Ensemble Approach for Exchange Rates Forecasting
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 6, 页码: 2284-2292
作者:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
;
Zhang, Guowei
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  |  
浏览/下载:19/0
  |  
提交时间:2020/06/30
Forecasting
Exchange rates
Predictive models
Self-organizing feature maps
Clustering algorithms
exchange rates forecasting
kernel-based extreme learning machine (KELM)
nonlinear ensemble
The Cauchy Two-Matrix Model, C-Toda Lattice and CKP Hierarchy
期刊论文
JOURNAL OF NONLINEAR SCIENCE, 2019, 卷号: 29, 期号: 1, 页码: 3-27
作者:
Li, Chunxia
;
Li, Shi-Hao
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  |  
浏览/下载:18/0
  |  
提交时间:2019/03/11
Matrix models
Cauchy biorthogonal polynomials
C-Toda lattice
CKP hierarchy
tau-Function theory
AN ADAPTIVE MULTIFIDELITY PC-BASED ENSEMBLE KALMAN INVERSION FOR INVERSE PROBLEMS
期刊论文
INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION, 2019, 卷号: 9, 期号: 3, 页码: 205-220
作者:
Yan, Liang
;
Zhou, Tao
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  |  
浏览/下载:31/0
  |  
提交时间:2020/01/10
Bayesian inverse problems
ensemble Kalman inversion
multifidelity polynomial chaos
surrogate modeling
amultiscalemodelingapproachincorporatingarimaandannsforfinancialmarketvolatilityforecasting
期刊论文
journalofsystemsscienceandcomplexity, 2014, 卷号: 27, 期号: 1, 页码: 225
作者:
Xiao Yi
;
Xiao Jin
;
Liu John
;
Wang Shouyang
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  |  
浏览/下载:8/0
  |  
提交时间:2020/01/10
Multistage RBF neural network ensemble learning for exchange rates forecasting
期刊论文
NEUROCOMPUTING, 2008, 卷号: 71, 期号: 16-18, 页码: 3295-3302
作者:
Yu, Lean
;
Lai, Kin Keung
;
Wang, Shouyang
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  |  
浏览/下载:11/0
  |  
提交时间:2018/07/30
RBF neural networks
Ensemble learning
Conditional generalized variance
Exchange rates prediction
A new approach for crude oil price analysis based on Empirical Mode Decomposition
期刊论文
ENERGY ECONOMICS, 2008, 卷号: 30, 期号: 3, 页码: 905-918
作者:
Zhang, Xun
;
Lai, K. K.
;
Wang, Shou-Yang
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2018/07/30
Empirical Mode Decomposition
crude oil price
forecasting
composition
volatility
Forecasting China's foreign trade volume with a kernel-based hybrid econometric-AI ensemble learning approach
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2008, 卷号: 21, 期号: 1, 页码: 1-19
作者:
Yu, Lean
;
Wang, Shouyang
;
Lai, Kin Keung
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2018/07/30
artificial neural networks
error-correction vector auto-regression
foreign trade prediction
hybrid ensemble learning
kernel-based method
support vector regression
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