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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
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浏览/下载:57/0
  |  
提交时间:2023/02/07
Short -term load forecasting
Time series modeling
Dynamic decomposition-reconstruction tech
nique
Neural networks
An interval decomposition-ensemble approach with data-characteristic-driven reconstruction for short-term load forecasting
期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 16
作者:
Yang, Dongchuan
;
Guo, Ju-E
;
Sun, Shaolong
;
Han, Jing
;
Wang, Shouyang
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  |  
浏览/下载:118/0
  |  
提交时间:2022/04/02
Short-term load forecasting
Bivariate empirical mode decomposition
Decomposition-ensemble approach
Reconstruction
Bayesian optimization
Long short-term memory network
Deterministic and probabilistic wind speed forecasting with de-noising-reconstruction strategy and quantile regression based algorithm
期刊论文
RENEWABLE ENERGY, 2020, 卷号: 162, 页码: 1208-1226
作者:
Hu, Jianming
;
Heng, Jiani
;
Wen, Jiemei
;
Zhao, Weigang
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  |  
浏览/下载:139/0
  |  
提交时间:2021/04/26
Renewable energy
Complete empirical mode decomposition with adaptive noise
Quantile regression neural network
Wind speed forecasting
Distance correlation
Forecasting container throughput based on wavelet transforms within a decomposition-ensemble methodology: a case study of China
期刊论文
MARITIME POLICY & MANAGEMENT, 2019, 卷号: 46, 期号: 2, 页码: 178-200
作者:
Xie, Gang
;
Qian, Yatong
;
Yang, Hewei
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  |  
浏览/下载:165/0
  |  
提交时间:2019/03/05
Container throughput
wavelet transform
data characteristic analysis
time series forecasting
decomposition-ensemble methodology
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:252/0
  |  
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
A semi-heterogeneous approach to combining crude oil price forecasts
期刊论文
INFORMATION SCIENCES, 2018, 卷号: 460, 页码: 279-292
作者:
Wang, Jue
;
Li, Xiang
;
Hong, Tao
;
Wang, Shouyang
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浏览/下载:235/0
  |  
提交时间:2018/10/07
Crude oil price
Decomposition and reconstruction
Forecast combination
Model selection
Simultaneous identification of diffusion coefficient, spacewise dependent source and initial value for one-dimensional heat equation
期刊论文
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2017, 卷号: 40, 期号: 10, 页码: 3552-3565
作者:
Zhao, Zhi-Xue
;
Banda, Mapundi K.
;
Guo, Bao-Zhu
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浏览/下载:540/166
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提交时间:2018/07/30
Inverse Problem
Matrix Pencil Method
Finite Difference Method
Truncated Singular Value Decomposition
Generalized Cross-validation
Application of decomposition-ensemble learning paradigm with phase space reconstruction for day-ahead PM2.5 concentration forecasting
期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2017, 卷号: 196, 页码: 110-118
作者:
Niu, Mingfei
;
Gan, Kai
;
Sun, Shaolong
;
Li, Fengying
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  |  
浏览/下载:103/0
  |  
提交时间:2018/07/30
PM2.5 concentration forecasting
Decomposition-ensemble learning paradigm
EEMD
PSR
LSSVM
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
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  |  
浏览/下载:96/0
  |  
提交时间:2018/07/30
Empirical Mode Decomposition
crude oil price
forecasting
composition
volatility
On direct methods for time-limited signal and image reconstruction and enhancement
期刊论文
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2007, 卷号: 5, 期号: 1, 页码: 51-68
作者:
Wang, Yanfei
;
Wen, Zaiwen
;
Nashed, Zuhair
;
Sun, Qiyu
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  |  
浏览/下载:113/0
  |  
提交时间:2018/07/30
signal reconstruction
discrete Fourier transform
singular value decomposition
signal and image enhancement