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Model averaging for interval-valued data
期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2022, 卷号: 301, 期号: 2, 页码: 772-784
作者:
Sun, Yuying
;
Zhang, Xinyu
;
Wan, Alan T. K.
;
Wang, Shouyang
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/02/07
Forecasting
Asymptotic optimality
Interval-valued time series
Model averaging
Vector autoregression
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
A New Two-Stage Approach with Boosting and Model Averaging for Interval-Valued Crude Oil Prices Forecasting in Uncertainty Environments
期刊论文
FRONTIERS IN ENERGY RESEARCH, 2021, 卷号: 9, 页码: 11
作者:
Huang, Bai
;
Sun, Yuying
;
Wang, Shouyang
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2022/04/02
crude oil prices forecasting
forecast combination
interval-valued time series
model averaging
vector L2-boosting
Forecasting crude oil price intervals and return volatility via autoregressive conditional interval models
期刊论文
ECONOMETRIC REVIEWS, 2021, 卷号: 40, 期号: 6, 页码: 584-606
作者:
He, Yanan
;
Han, Ai
;
Hong, Yongmiao
;
Sun, Yuying
;
Wang, Shouyang
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2021/10/26
ACI model
interval-valued crude oil prices
range
trading strategy
volatility forecast
The role of news sentiment in oil futures returns and volatility forecasting: Data-decomposition based deep learning approach
期刊论文
ENERGY ECONOMICS, 2021, 卷号: 95, 页码: 11
作者:
Li, Yuze
;
Jiang, Shangrong
;
Li, Xuerong
;
Wang, Shouyang
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  |  
浏览/下载:26/0
  |  
提交时间:2021/04/26
News sentiment
Returns and volatility forecasting
Variational mode decomposition
Deep learning
Crude oil price analysis and forecasting: A perspective of "new triangle"
期刊论文
ENERGY ECONOMICS, 2020, 卷号: 87, 页码: 14
作者:
Lu, Quanying
;
Li, Yuze
;
Chai, Jian
;
Wang, Shouyang
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  |  
浏览/下载:54/0
  |  
提交时间:2020/06/30
Crude oil
Dynamic Bayesian structural time series model
Google trend
Kalman filtering
Spike and slab prior
Bayesian model average
Further Study of the DEA-Based Framework for Performance Evaluation of Competing Crude Oil Prices' Volatility Forecasting Models
期刊论文
MATHEMATICS, 2019, 卷号: 7, 期号: 9
作者:
Zhou, Zhongbao
;
Jin, Qianying
;
Peng, Jian
;
Xiao, Helu
;
Wu, Shijian
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/11
forecasting models
super-efficiency data envelopment analysis
undesirable factors
infeasibility
Forecasting Crude Oil Prices Using Ensemble Empirical Mode Decomposition and Sparse Bayesian Learning
期刊论文
ENERGIES, 2018, 卷号: 11, 期号: 7
作者:
Li, Taiyong
;
Hu, Zhenda
;
Jia, Yanchi
;
Wu, Jiang
;
Zhou, Yingrui
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2019/08/22
crude oil prices
time series forecasting
ensemble empirical mode decomposition (EEMD)
sparse Bayesian learning (SBL)
energy forecasting
Forecasting Crude Oil Prices Based on An Internet Search Driven Model
会议论文
作者:
Tao, Rui
;
Zhang, Xun
;
Zhao, Lin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/08/22
crude oil prices
forecasting
search volume indices
A novel hybrid method of forecasting crude oil prices using complex network science and artificial intelligence algorithms
期刊论文
Applied Energy, 2018, 卷号: 220, 期号: 15, 页码: 480-495
作者:
Wang, Minggang
;
Zhao, Longfeng
;
Du, Ruijin
;
Wang, Chao
;
Chen, Lin
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/23
Complex network
Artificial intelligence algorithms
Crude oil price prediction
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