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Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems 期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 570
作者:  Wen, Xiaohu;  Feng, Qi;  Deo, Ravinesh C.;  Wu, Min;  Yin, Zhenliang;  Yang, Linshan;  Singh, Vijay P.
收藏  |  浏览/下载：38/0  |  提交时间：2019/11/08
Expert system  Runoff  Integrated model  Complete ensemble empirical mode decomposition adaptive noise (CEEMDAN)  Variational mode decomposition (VMD)  Extreme learning machine (ELM)  
Integrating genetic algorithm and support vector machine for modeling daily reference evapotranspiration in a semi-arid mountain area 期刊论文
Hydrology Research, 2017, 卷号: v 48, 期号: n 5, 页码: p 1177-1191
作者:  Yin, Zhenliang;  Wen, Xiaohu;  Feng, Qi;  He, Zhibin;  Zou, Songbing;  Yang, Linshan
收藏  |  浏览/下载：21/0  |  提交时间：2021/12/07
Future Projection with an Extreme-Learning Machine and Support Vector Regression of Reference Evapotranspiration in a Mountainous Inland Watershed in North-West China 期刊论文
WATER, 2017, 卷号: 9, 期号: 11
作者:  Yin, Zhenliang;  Feng, Qi;  Yang, Linshan;  Deo, Ravinesh C.;  Wen, Xiaohu;  Si, Jianhua;  Xiao, Shengchun
收藏  |  浏览/下载：51/0  |  提交时间：2019/11/08
reference evapotranspiration (ET0)  extreme-learning machine  support vector regression  ET0 projection  climate change  
Integrating genetic algorithm and support vector machine for modeling daily reference evapotranspiration in a semi-arid mountain area 期刊论文
HYDROLOGY RESEARCH, 2017, 卷号: 48, 期号: 5
作者:  Yin, Zhenliang;  Wen, Xiaohu;  Feng, Qi;  He, Zhibin;  Zou, Songbing;  Yang, Linshan
收藏  |  浏览/下载：57/0  |  提交时间：2019/11/08
climatic variables  genetic algorithm  reference evapotranspiration modeling  semi-arid mountain areas  support vector machine  
Future projection with an extreme-learning machine and support vector regression of reference evapotranspiration in a mountainous inland watershed in north-west China 期刊论文
Water (Switzerland), 2017, 卷号: v 9, 期号: n 11
作者:  Yin, Zhenliang;  Feng, Qi;  Yang, Linshan;  Deo, Ravinesh C.;  Wen, Xiaohu;  Si, Jianhua;  Xiao, Shengchun
收藏  |  浏览/下载：1/0  |  提交时间：2021/12/07