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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
Authors:  Hao, Jun;  Feng, Qianqian;  Yuan, Jiaxin;  Sun, Xiaolei;  Li, Jianping
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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
Authors:  Gao, Feng;  Shao, Xueyan
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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
Authors:  Jianping Li;  Jun Hao;  Qianqian Feng;  Xiaolei Sun;  Mingxi Liu
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Multi-objective optimization  Ensemble forecasting  Machine learning  Evolutionary algorithm  Baltic Dry Index  
Forecasting China's sovereign CDS with a decomposition reconstruction strategy 期刊论文
APPLIED SOFT COMPUTING, 2021, 卷号: 105, 期号: 7, 页码: 107291
Authors:  Li, Jianping;  Hao, Jun;  Sun, Xiaolei;  Feng, Qianqian
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生态环境曲面建模基本定理及其应用 期刊论文
中国科学:地球科学, 2020, 卷号: 50, 期号: 08, 页码: 1083-1105
Authors:  岳天祥;  赵娜;  刘羽;  王轶夫;  张斌;  杜正平;  范泽孟;  史文娇;  陈传法;  赵明伟;  宋敦江;  王世海;  宋印军;  闫长青;  李启权;  孙晓芳;  张丽丽;  田永中;  王薇;  王英安;  马胜男;  黄宏胜;  卢毅敏;  王情;  王晨亮;  王玉柱;  鹿明;  周伟;  刘熠;  尹笑哲;  王宗;  包正义;  赵苗苗;  赵亚鹏;  焦毅蒙;  Ufra NASEER;  范斌;  李赛博;  杨阳;  John P.WILSON
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高精度曲面建模  生态环境曲面建模基本定理  空间升尺度  空间降尺度  空间插值  数据融合  模型-数据同化  模型耦合  
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
Authors:  Sun, Xiaolei;  Chen, Xiuwen;  Wang, Jun;  Li, Jianping
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Market reforms and determinants of import natural gas prices in China 期刊论文
Energy, 2020, 期号: 196, 页码: 117105
Authors:  Tiantian Wang;  Dayong Zhang;  Qiang Ji;  Xunpeng Shi
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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
Authors:  Tongshui Xia;  Qiang Ji;  Jiang-bo Geng
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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
Authors:  Hao, Jun;  Sun, Xiaolei;  Feng, Qianqian
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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
Authors:  Chen, Xiuwen;  Sun, Xiaolei;  Li, Jianping
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