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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：71/0  |  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：231/0  |  提交时间：2021/01/26
Multi-objective optimization  Ensemble forecasting  Machine learning  Evolutionary algorithm  Baltic Dry Index  
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：199/0  |  提交时间：2021/01/16
A novel cryptocurrency price trend forecasting model based on LightGBM 期刊论文
FINANCE RESEARCH LETTERS, 2020, 卷号: 32, 期号: 101084, 页码: 1
作者:  Sun Xiaolei;  Liu Mingxi;  Sima Zeqian
Adobe PDF(828Kb)  |  收藏  |  浏览/下载：220/0  |  提交时间：2021/01/16
Cryptocurrency  Trend forecasting  LightGBM  Forecasting performance  
Spillovers among sovereign CDS, stock and commodity markets: A correlation network perspective 期刊论文
INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS, 2020, 卷号: 68, 期号: 3, 页码: 101271
作者:  Sun, Xiaolei;  Wang, Jun;  Yao, Yanzhen;  Li, Jingyu;  Li, Jianping
Adobe PDF(1549Kb)  |  收藏  |  浏览/下载：160/0  |  提交时间：2021/01/16
Assessing the extreme risk spillovers of international commodities on maritime markets: A GARCH-Copula-CoVaR approach 期刊论文
INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS, 2020, 卷号: 68, 期号: 3, 页码: 101453
作者:  Sun, Xiaolei;  Liu, Chang;  Wang, Jun;  Li, Jianping
Adobe PDF(3245Kb)  |  收藏  |  浏览/下载：161/0  |  提交时间：2021/01/16
Statistical properties of country risk ratings under oil price volatility: Evidence from selected oil-exporting countries 期刊论文
ENERGY POLICY, 2016, 卷号: 92, 期号: 3, 页码: 234-245
作者:  Liu Chang;  Sun Xiaolei;  Chen Jianming;  Li Jianping
Adobe PDF(964Kb)  |  收藏  |  浏览/下载：260/0  |  提交时间：2017/08/30
Risk integration and optimization of oil-importing maritime system: a multi-objective programming approach 期刊论文
ANNALS OF OPERATIONS RESEARCH, 2015, 期号: 234, 页码: 57-76
作者:  Li, Jianping;  Sun, Xiaolei;  Wang, Fei;  Wu, Dengsheng
Adobe PDF(923Kb)  |  收藏  |  浏览/下载：305/0  |  提交时间：2016/09/08
China's Sovereign Wealth Fund Investments in overseas energy: The energy security perspective 期刊论文
ENERGY POLICY, 2014, 期号: 65, 页码: 654-661
作者:  Sun, XL;  Li, JP;  Wang, YF;  Clark, WW;  北京8712信箱
Adobe PDF(289Kb)  |  收藏  |  浏览/下载：285/0  |  提交时间：2016/09/19
Measuring external oil supply risk: A modified diversification index with country risk and potential oil exports 期刊论文
ENERGY, 2014, 期号: 68, 页码: 930-938
作者:  Yang, YY;  Li, JP;  Sun, XL;  Chen, JM;  北京8712信箱
Adobe PDF(658Kb)  |  收藏  |  浏览/下载：294/0  |  提交时间：2016/09/19