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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
作者:  Jianping Li;  Jun Hao;  Qianqian Feng;  Xiaolei Sun;  Mingxi Liu
Adobe PDF(1654Kb)  |  收藏  |  浏览/下载：227/0  |  提交时间：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
作者:  Li, Jianping;  Hao, Jun;  Sun, Xiaolei;  Feng, Qianqian
Adobe PDF(5310Kb)  |  收藏  |  浏览/下载：158/0  |  提交时间：2022/02/10
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：187/0  |  提交时间：2021/01/17
How regional natural gas markets have reacted to oil price shocks before and since the shale gas revolution: A multi-scale perspective 期刊论文
JOURNAL OF NATURAL GAS SCIENCE AND ENGINEERING, 2016, 卷号: 36, 期号: 5, 页码: 734-746
作者:  Geng Jiang Bo;  Ji Qiang;  Fan Ying
Adobe PDF(1824Kb)  |  收藏  |  浏览/下载：267/0  |  提交时间：2017/08/30
A novel hybrid ensemble learning paradigm for nuclear energy consumption forecasting 期刊论文
APPLIED ENERGY, 2012, 卷号: 93, 期号: 1, 页码: 12,432-443
作者:  Tang, L;  Yu, LA;  Wang, S;  Li, JP;  Wang, SY
Adobe PDF(913Kb)  |  收藏  |  浏览/下载：655/7  |  提交时间：2012/11/12
Nuclear Energy Consumption Forecasting  Hybrid Ensemble Learning Paradigm  Ensemble Empirical Mode Decomposition  
How does oil price volatility affect non-energy commodity markets? 期刊论文
APPLIED ENERGY, 2012, 卷号: 89, 期号: 1, 页码: 8,273-280
作者:  Ji, Q;  Fan, Y
Adobe PDF(376Kb)  |  收藏  |  浏览/下载：838/7  |  提交时间：2012/11/12
Crude Oil Market  Non-energy Commodity Market  Volatility Spillover  Dynamic Correlation  
A novel seasonal decomposition based least squares support vector regression ensemble learning approach for hydropower consumption forecasting in China 期刊论文
ENERGY, 2011, 卷号: 36, 期号: 11, 页码: 13,6542-6554
作者:  Wang, S;  Yu, L;  Tang, L;  Wang, SY
Adobe PDF(913Kb)  |  收藏  |  浏览/下载：472/3  |  提交时间：2012/11/12
Hydropower Consumption Forecasting  Lssvr Ensemble Learning  Seasonal Decomposition  
Carbon price volatility: Evidence from EU ETS 期刊论文
APPLIED ENERGY, 2011, 卷号: 88, 期号: 3, 页码: 9,590-598
作者:  Feng, ZH;  Zou, LL;  Wei, YM
Adobe PDF(1403Kb)  |  收藏  |  浏览/下载：515/1  |  提交时间：2012/11/12
Carbon Price  Carbon Market  Eu Ets  Nonlinear Dynamics  Feedback Mechanism  Heterogeneous Environment  
A dynamic hedging approach for refineries in multiproduct oil markets 期刊论文
ENERGY, 2011, 卷号: 36, 期号: 2, 页码: 7,881-887
作者:  Ji, QA;  Fan, Y
Adobe PDF(230Kb)  |  收藏  |  浏览/下载：456/3  |  提交时间：2012/11/12
Hedge  Garch  Dynamic Conditional Correlation  
The effect of investor psychology on the complexity of stock market: An analysis based on cellular automaton model 期刊论文
COMPUTERS & INDUSTRIAL ENGINEERING, 2009, 卷号: 56, 期号: 1, 页码: 7,63-69
作者:  Fan, Y;  Ying, SJ;  Wang, BH;  Wei, YM
Adobe PDF(437Kb)  |  收藏  |  浏览/下载：548/2  |  提交时间：2012/11/12
Cellular Automata  Complexity  Hurst Exponent  Discrete Level  Investor Psychology