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兰州财经大学机构知识库
Lanzhou University of Finance and Economics. All
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Multi-perspective crude oil price forecasting with a new decomposition-ensemble framework
期刊论文
Resources Policy, 2022, 卷号: 77
作者:
Guo, Jingjun
;
Zhao, Zhengling
;
Sun, Jingyun
;
Sun, Shaolong
收藏
  |  
浏览/下载:63/0
  |  
提交时间:2023/02/24
Decision trees
Forecasting
Crude oil
Crude oil price forecasting
Crude oil spot price forecasting
Internet concern
Long short term memory network
Macroeconomic variables
Memory network
Mode decomposition
Price forecasting
Spot price
Variational mode decomposition
Multi-perspective option price forecasting combining parametric and non-parametric pricing models with a new dynamic ensemble framework
期刊论文
Technological Forecasting and Social Change, 2024, 卷号: 204
作者:
Guo, Jingjun
;
Kang, Weiyi
;
Wang, Yubing
收藏
  |  
浏览/下载:72/0
  |  
提交时间:2024/06/12
Convolutional neural networks
Costs
Deep learning
Electronic trading
Financial markets
Forecasting
Investments
Neural network models
Parameter estimation-Artificial intelligence algorithms
Deep learning
Dynamic ensemble
Nonparametrics
Option price
Option price forecasting
Options pricing
Parameter optimization
Price forecasting
Pricing models
A Novel Multivariate Decomposition Ensemble Model with News Text for Crude Oil Price Forecasting
其他
SSRN, 2022-08-10
作者:
Zhao, Zhengling
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  |  
浏览/下载:76/0
  |  
提交时间:2022/12/21
Costs
Crude oil
Data fusion
Forecasting
Machine learning
Crude oil price forecasting
Crude oil prices
Empirical Mode Decomposition
Ensemble models
Granger causality test
Hybrid forecasting
Machine-learning
Multivariate empirical mode decomposition
Sample entropy
Text-mining
A novel hybrid model with two-layer multivariate decomposition for crude oil price forecasting
期刊论文
ENERGY, 2024, 卷号: 288
作者:
Zhao, Zhengling
;
Sun, Shaolong
;
Sun, Jingyun
;
Wang, Shouyang
收藏
  |  
浏览/下载:84/0
  |  
提交时间:2024/01/17
Investor sentiment
Crude oil price forecasting
Second multivariate decomposition
Multivariate variational mode decomposition
Hybrid forecasting
A new secondary decomposition-reconstruction-ensemble approach for crude oil price forecasting
期刊论文
Resources Policy, 2022, 卷号: 77
作者:
Sun, Jingyun
;
Zhao, Panpan
;
Sun, Shaolong
收藏
  |  
浏览/下载:69/0
  |  
提交时间:2023/02/24
Knowledge acquisition
Costs
Machine learning
Crude oil
Empirical mode decomposition
Learning algorithms
Entropy
Chaotic sparrow search algorithm
Chaotics
Crude oil forecasting
Crude oil futures
Kernel extreme learning machine
Oil forecasting
Oil futures price
Permutation entropy
Search Algorithms
Secondary decomposition