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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：231/0  |  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：164/0  |  提交时间：2022/02/10
Multi-scale analysis of influencing factors for soybean futures price risk: Adaptive Fourier decomposition mathematical model applied for the case of China 期刊论文
International Journal of Wavelets Multiresolution & Information Processing, 2021, 卷号: 19, 期号: 5, 页码: 2150017
作者:  Qiwei,Xie;  Ranran,Liu;  Jingyu,Li;  Xiaojiong,Wang
Adobe PDF(2163Kb)  |  收藏  |  浏览/下载：169/0  |  提交时间：2022/03/01
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
The behaviour mechanism analysis of regional natural gas prices: A multi-scale perspective 期刊论文
ENERGY, 2016, 卷号: 101, 期号: 1, 页码: 266-277
作者:  Geng Jiang Bo;  Ji Qiang;  Fan Ying
Adobe PDF(590Kb)  |  收藏  |  浏览/下载：369/0  |  提交时间：2017/08/30
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：268/0  |  提交时间：2017/08/30
Oil-importing optimal decision considering country risk with extreme events: A multi-objective programming approach 期刊论文
COMPUTERS & OPERATIONS RESEARCH, 2014, 期号: 42, 页码: 108-115
作者:  Li, JP;  Tang, L;  Sun, XL;  Wu, DS;  北京8712信箱
Adobe PDF(1051Kb)  |  收藏  |  浏览/下载：242/0  |  提交时间：2016/09/19
Identifying the dynamic relationship between tanker freight rates and oil prices: In the perspective of multiscale relevance 期刊论文
ECONOMIC MODELLING, 2014, 期号: 42, 页码: 287-295
作者:  Sun, XL;  Tang, L;  Yang, YY;  Wu, DS;  Li, JP;  北京8712信箱
Adobe PDF(1591Kb)  |  收藏  |  浏览/下载：292/0  |  提交时间：2016/09/19
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：660/7  |  提交时间：2012/11/12
Nuclear Energy Consumption Forecasting  Hybrid Ensemble Learning Paradigm  Ensemble Empirical Mode Decomposition  
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：473/3  |  提交时间：2012/11/12
Hydropower Consumption Forecasting  Lssvr Ensemble Learning  Seasonal Decomposition