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中国科学院科技战略咨询研究院机构知识库
Knowledge Management System of Institutes of Science and Development ,CAS
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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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Submit date: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
Authors:
Gao, Feng
;
Shao, Xueyan
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Submit date: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
Authors:
Jianping Li
;
Jun Hao
;
Qianqian Feng
;
Xiaolei Sun
;
Mingxi Liu
Adobe PDF(1654Kb)
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Submit date:2021/01/26
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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Submit date:2022/02/10
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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Submit date:2021/01/16
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
Adobe PDF(4928Kb)
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Submit date: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
Authors:
Tiantian Wang
;
Dayong Zhang
;
Qiang Ji
;
Xunpeng Shi
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Submit date: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
Authors:
Tongshui Xia
;
Qiang Ji
;
Jiang-bo Geng
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Submit date: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
Authors:
Hao, Jun
;
Sun, Xiaolei
;
Feng, Qianqian
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Submit date: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
Authors:
Chen, Xiuwen
;
Sun, Xiaolei
;
Li, Jianping
Adobe PDF(1131Kb)
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Submit date:2021/01/17