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An extreme bias-penalized forecast combination approach to commodity price forecasting
期刊论文
INFORMATION SCIENCES, 2022, 卷号: 615, 页码: 774-793
作者:
Zhang, Yifei
;
Wang, Jue
;
Yu, Lean
;
Wang, Shouyang
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/02/07
Forecast combination
Elastic net
Extreme bias
Weight-sparsity
Artificial bee colony algorithm
Decarbonizing China's power sector by 2030 with consideration of technological progress and cross-regional power transmission
期刊论文
ENERGY POLICY, 2021, 卷号: 150, 页码: 14
作者:
Xiao, Jin
;
Li, Guohao
;
Xie, Ling
;
Wang, Shouyang
;
Yu, Lean
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  |  
浏览/下载:43/0
  |  
提交时间:2021/06/01
Decarbonization
Power sector
Structural optimization
Technology learning curve
Cross-regional power transmission
MAPT rs242557 variant is associated with hippocampus tau uptake on F-18-AV-1451 PET in non-demented elders
期刊论文
AGING-US, 2019, 卷号: 11, 期号: 3
作者:
Greig-Custo, Maria T.
;
Shen, Xue-Ning
;
Miao, Dan
;
Li, Jie-Qiong
;
Tan, Chen-Chen
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  |  
浏览/下载:73/0
  |  
提交时间:2019/12/05
tauopathy
MAPT
hippocampus
F-18-AV-1451 PET
non-demented
Alzheimer's disease
Online big data-driven oil consumption forecasting with Google trends
期刊论文
INTERNATIONAL JOURNAL OF FORECASTING, 2019, 卷号: 35, 页码: 213-223
作者:
Yu, Lean
;
Zhao, Yaqing
;
Tang, Ling
;
Yang, Zebin
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/30
Google trends
Oil consumption forecasting
Online big data
Supply chain
Artificial intelligence
Why do EMD-based methods improve prediction? A multiscale complexity perspective
期刊论文
JOURNAL OF FORECASTING, 2019, 卷号: 38, 页码: 714-731
作者:
Dong, Jichang
;
Dai, Wei
;
Tang, Ling
;
Yu, Lean
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  |  
浏览/下载:9/0
  |  
提交时间:2019/12/30
empirical mode decomposition
energy forecasting
entropy
multiscale complexity
time series forecasting
Privacy Preservation in Distributed Subgradient Optimization Algorithms
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 7, 页码: 2154-2165
作者:
Lou, Youcheng
;
Yu, Lean
;
Wang, Shouyang
;
Yi, Peng
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  |  
浏览/下载:31/0
  |  
提交时间:2018/07/30
Asynchronous optimization
distributed optimization
heterogeneous-stepsize
privacy preservation
Quantile estimators with orthogonal pinball loss function
期刊论文
JOURNAL OF FORECASTING, 2018, 卷号: 37, 页码: 401-417
作者:
Yu, Lean
;
Yang, Zebin
;
Tang, Ling
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  |  
浏览/下载:9/0
  |  
提交时间:2019/12/30
orthogonal pinball loss function
probability forecasting
quantile estimation
robustness
support vector machine quantile regression
A non-iterative decomposition-ensemble learning paradigm using RVFL network for crude oil price forecasting
期刊论文
APPLIED SOFT COMPUTING, 2018, 卷号: 70, 页码: 1097-1108
作者:
Tang, Ling
;
Wu, Yao
;
Yu, Lean
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  |  
浏览/下载:11/0
  |  
提交时间:2019/12/30
Decomposition and ensemble
Non-iterative learning
Fast algorithm
Random vector functional link network
Time series forecasting
Crude oil price
A randomized-algorithm-based decomposition-ensemble learning methodology for energy price forecasting
期刊论文
ENERGY, 2018, 卷号: 157, 页码: 526-538
作者:
Tang, Ling
;
Wu, Yao
;
Yu, Lean
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/30
Decomposition-ensemble learning methodology
Randomized algorithm
Energy price forecasting
Extreme learning machine
Random vector functional link network
Random kitchen sinks
A DBN-based resampling SVM ensemble learning paradigm for credit classification with imbalanced data
期刊论文
APPLIED SOFT COMPUTING, 2018, 卷号: 69, 页码: 192-202
作者:
Yu, Lean
;
Zhou, Rongtian
;
Tang, Ling
;
Chen, Rongda
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/12/30
Credit classification
Imbalanced data
Deep belief network
Re-sampling
Revenue-sensitive ensemble learning
Support vector machine
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