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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：76/0  |  提交时间：2023/05/30
Ensemble forecasting  Dynamic ensemble  Time-varying weight  Oil price forecasting  Multi-objective optimization  
Forecasting annual natural gas consumption via the application of a novel hybrid model 期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 卷号: 28, 期号: 17, 页码: 21411
作者:  Gao, Feng;  Shao, Xueyan
Adobe PDF(996Kb)  |  收藏  |  浏览/下载：150/0  |  提交时间：2022/02/10
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：235/0  |  提交时间：2021/01/26
Multi-objective optimization  Ensemble forecasting  Machine learning  Evolutionary algorithm  Baltic Dry Index  
Multi-scale interactions between economic policy uncertainty and oil prices in time-frequency domains 期刊论文
NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2020, 卷号: 51, 期号: 1, 页码: 100854
作者:  Sun, Xiaolei;  Chen, Xiuwen;  Wang, Jun;  Li, Jianping
Adobe PDF(4928Kb)  |  收藏  |  浏览/下载：140/0  |  提交时间：2021/01/16
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：207/0  |  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：203/0  |  提交时间：2021/01/16
Forecasting the price of Bitcoin using deep learning 期刊论文
Finance Research Letters, 2020, 期号: 9, 页码: 101755
作者:  Liu, Mingxi;  Li, Guowen;  Li, Jianping;  Zhu, Xiaoqian;  Yao, Yinhong
Adobe PDF(880Kb)  |  收藏  |  浏览/下载：224/1  |  提交时间：2021/01/17
Bitcoin price prediction  Stacked denoising autoencoders  Feature learning  Deep extraction  
Reduction in Extreme Climate Events and Potential Impacts by the Use of Technological Advances 期刊论文
International Journal of Climatology, 2020, 卷号: 11, 期号: 6, 页码: 1-14
作者:  Wei,Ting;  Liu,Changxin;  Dong,Wenjie;  Yu, Haiping;  Yang, Shili;  Yan,Qing;  Hao,Zhixin
Adobe PDF(7749Kb)  |  收藏  |  浏览/下载：169/0  |  提交时间：2021/01/17
A novel random forest approach for imbalance problem in crime linkage 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2020, 卷号: 195
作者:  Li, Yu-Sheng;  Chi, Hong;  Shao, Xue-Yan;  Qi, Ming-Liang;  Xu, Bao-Guang
Adobe PDF(1474Kb)  |  收藏  |  浏览/下载：193/0  |  提交时间：2021/01/16
Achieving China's energy and climate policy targets in 2030 under multiple uncertainties 期刊论文
ENERGY ECONOMICS, 2018, 期号: 70, 页码: 45-60
作者:  Duan, Hongbo;  Mo, Jianlei;  Fan, Ying;  Wang, Shouyang
Adobe PDF(1969Kb)  |  收藏  |  浏览/下载：262/0  |  提交时间：2018/06/11