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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:11/0
  |  
提交时间:2023/02/07
Forecast combination
Elastic net
Extreme bias
Weight-sparsity
Artificial bee colony algorithm
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
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  |  
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
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  |  
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
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  |  
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
An energy and time prediction model for remanufacturing process using graphical evaluation and review technique (GERT) with multivariant uncertainties
期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021
作者:
Zhao, Jiali
;
Xue, Zheng
;
Li, Tao
;
Ping, Jinfeng
;
Peng, Shitong
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  |  
浏览/下载:7/0
  |  
提交时间:2021/06/03
GERT
Remanufacturing
Energy modeling
Uncertainty
Connecting rod
A multi-granularity heterogeneous combination approach to crude oil price forecasting
期刊论文
ENERGY ECONOMICS, 2020, 卷号: 91, 页码: 9
作者:
Wang, Jue
;
Zhou, Hao
;
Hong, Tao
;
Li, Xiang
;
Wang, Shouyang
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2021/01/14
Crude oil Price
Forecast combination
Feature selection
Multi-granularity
Artificial bee colony
Forecasting Method of Stock Market Volatility in Time Series Data Based on Mixed Model of ARIMA and XGBoost
期刊论文
CHINA COMMUNICATIONS, 2020, 卷号: 17, 期号: 3, 页码: 205-221
作者:
Wang, Yan
;
Guo, Yuankai
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  |  
浏览/下载:8/0
  |  
提交时间:2020/06/16
hybrid model
discrete wavelet transform
ARIMA
XGBoost
grid search
stock price forecast
A Novel Ensemble Approach for the Forecasting of Energy Demand Based on the Artificial Bee Colony Algorithm
期刊论文
ENERGIES, 2020, 卷号: 13
作者:
Hao, Jun
;
Sun, Xiaolei
;
Feng, Qianqian
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浏览/下载:5/0
  |  
提交时间:2021/01/16
Text-based crude oil price forecasting: A deep learning approach
期刊论文
INTERNATIONAL JOURNAL OF FORECASTING, 2019, 卷号: 35, 期号: 4, 页码: 1548-1560
作者:
Li, Xuerong
;
Shang, Wei
;
Wang, Shouyang
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  |  
浏览/下载:64/0
  |  
提交时间:2020/01/10
Oil price forecasting
Financial markets
Online news
Text analysis
Convolutional neural network
Threshold autoregressive models for interval-valued time series data
期刊论文
JOURNAL OF ECONOMETRICS, 2018, 卷号: 206, 期号: 2, 页码: 414-446
作者:
Sun, Yuying
;
Han, Ai
;
Hong, Yongmiao
;
Wang, Shouyang
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2018/11/16
Asymmetric reaction
Interval-valued data
Minimum distance estimation
Nonlinearity
Symbolic data
Threshold autoregressive interval models
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