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Flood susceptibility mapping in an arid region of Pakistan through ensemble machine learning model 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2022
作者:  Yaseen, Andaleeb;  Lu, Jianzhong;  Chen, Xiaoling
收藏  |  浏览/下载:12/0  |  提交时间:2022/03/17
Flash flood  Logistic regression  Support vector machine  Multi-layer perceptron  Ensemble classifier  
Revisiting convolutional neural network on graphs with polynomial approximations of Laplace-Beltrami spectral filtering 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2021
作者:  Huang, Shih-Gu;  Chung, Moo K.;  Qiu, Anqi
收藏  |  浏览/下载:14/0  |  提交时间:2021/11/19
Graph convolutional neural network  Signals on surfaces  Chebyshev polynomial  Hermite polynomial  Laguerre polynomial  Laplace-Beltrami operator  
On the Value of River Network Information in Regional Frequency Analysis 期刊论文
发表期刊: JOURNAL OF HYDROMETEOROLOGY. 出版年: 2021, 卷号: 22, 期号: 1, 页码: 201-216
作者:  Jung, Kichul;  Ouarda, Taha B. M. J.;  Marpu, Prashanth R.
收藏  |  浏览/下载:15/0  |  提交时间:2021/07/30
Hydrology  Statistical techniques  Hydrologic models  Neural networks  Regional models  Flood events  
Day-ahead photovoltaic power production forecasting methodology based on machine learning and statistical post-processing 期刊论文
发表期刊: APPLIED ENERGY. 出版年: 2020, 卷号: 268
作者:  Theocharides, Spyros;  Makrides, George;  Livera, Andreas;  Theristis, Marios;  Kaimakis, Paris;  Georghiou, George E.
收藏  |  浏览/下载:1/0  |  提交时间:2021/01/07
Artificial neural networks  Clustering  Forecasting  Machine learning  Photovoltaic  Performance