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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：272/0  |  提交时间：2021/01/26
Multi-objective optimization  Ensemble forecasting  Machine learning  Evolutionary algorithm  Baltic Dry Index  
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：393/0  |  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：299/0  |  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：700/7  |  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：516/3  |  提交时间：2012/11/12
Hydropower Consumption Forecasting  Lssvr Ensemble Learning  Seasonal Decomposition  
BANDWIDTH EMPIRICAL MODE DECOMPOSITION AND ITS APPLICATION 期刊论文
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2008, 卷号: 6, 期号: 6, 页码: 22,777-798
作者:  Xie, QW;  Xuan, BA;  Peng, SL;  Li, JP;  Xu, WX;  Han, H
Adobe PDF(519Kb)  |  收藏  |  浏览/下载：816/2  |  提交时间：2012/11/12
Intrinsic Mode Function (Imf)  Empirical Mode Decomposition (Emd)  Sifting Algorithm  Instantaneous Frequency  
EMD sifting based on bandwidth 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2007, 卷号: 14, 期号: 8, 页码: 4,537-540
作者:  Xuan, B;  Xie, QW;  Peng, SL
Adobe PDF(184Kb)  |  收藏  |  浏览/下载：382/2  |  提交时间：2012/11/12
Empirical-mode Decomposition (Emd)  Intrinsic Mode Function (Evif)  Instantaneous Frequency (If)  Local Narrowband Signal