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A dynamic ensemble learning with multi-objective optimization for oil prices prediction 期刊论文
RESOURCES POLICY, 2022, 卷号: 79
作者:  Hao, Jun;  Feng, Qianqian;  Yuan, Jiaxin;  Sun, Xiaolei;  Li, Jianping
收藏  |  浏览/下载：70/0  |  提交时间：2023/05/30
Ensemble forecasting  Dynamic ensemble  Time-varying weight  Oil price forecasting  Multi-objective optimization  
Optimal selection of heterogeneous ensemble strategies of time series forecasting with multi-objective programming 期刊论文
Expert Systems with Applications, 2021, 卷号: 166, 页码: 114091
作者:  Jianping Li;  Jun Hao;  Qianqian Feng;  Xiaolei Sun;  Mingxi Liu
Adobe PDF(1654Kb)  |  收藏  |  浏览/下载：228/0  |  提交时间：2021/01/26
Multi-objective optimization  Ensemble forecasting  Machine learning  Evolutionary algorithm  Baltic Dry Index  
Market reforms and determinants of import natural gas prices in China 期刊论文
Energy, 2020, 期号: 196, 页码: 117105
作者:  Tiantian Wang;  Dayong Zhang;  Qiang Ji;  Xunpeng Shi
Adobe PDF(728Kb)  |  收藏  |  浏览/下载：201/0  |  提交时间：2021/01/17
Nonlinear dependence and information spillover between electricity and fuel source markets: New evidence from a multi-scale analysis 期刊论文
Physica A: Statistical Mechanics and its Applications, 2020, 卷号: 537, 期号: 537, 页码: 122298
作者:  Tongshui Xia;  Qiang Ji;  Jiang-bo Geng
Adobe PDF(1024Kb)  |  收藏  |  浏览/下载：188/0  |  提交时间：2021/01/17
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, 页码: 550
作者:  Hao, Jun;  Sun, Xiaolei;  Feng, Qianqian
Adobe PDF(3034Kb)  |  收藏  |  浏览/下载：196/0  |  提交时间：2021/01/16
How does economic policy uncertainty react to oil price shocks? A multi-scale perspective 期刊论文
Applied Economics Letters, 2020, 卷号: 27, 期号: 3, 页码: 188-193
作者:  Chen, Xiuwen;  Sun, Xiaolei;  Li, Jianping
Adobe PDF(1131Kb)  |  收藏  |  浏览/下载：140/1  |  提交时间：2021/01/17