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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  
Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation Techniques 会议论文
会议名称: International Joint Conference on Neural Networks (IJCNN). 会议地点: ELECTR NETWORK. 会议日期: JUL 18-22, 2021
作者:  Zhao, Yijun;  Ossowski, Jacek;  Wang, Xuming;  Li, Shangjin;  Devinsky, Orrin;  Martin, Samantha P.;  Pardoe, Heath R.
收藏  |  浏览/下载：5/0  |  提交时间：2022/03/18
MRI  motion artifact reduction  deep learning  object detection  k-space  
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  
ERANET-MED OPTIMED-WATER PROJECT: RESULTS ON SOIL MOISTURE MAPS OF SEMI-ARID ENVIRONMENT BY USING OPTICAL/MICROWAVE SATELLITE DATA 会议论文
会议名称: Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS). 会议地点: Tunis, TUNISIA. 会议日期: MAR 09-11, 2020
作者:  Paloscia, S.;  Fontanelli, G.;  Pettinato, S.;  Santi, E.;  Ramat, G.;  DaPonte, Emmanuel;  Abdel-Wahab, M. M.;  Essa, Y. H.;  Khalil, A. A.;  Ouessar, M.;  Dhaou, H.;  Kassouk, Z.;  Chabaane, Z. L.
收藏  |  浏览/下载：8/0  |  提交时间：2021/08/05
soil moisture maps  optical sensors  SAR  artificial neural networks  
U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets 会议论文
会议名称: 10th International Workshop on Machine Learning in Medical Imaging (MLMI) / 22nd International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI). 会议地点: Shenzhen, PEOPLES R CHINA. 会议日期: OCT 13-17, 2019
作者:  Estienne, Theo;  Vakalopoulou, Maria;  Christodoulidis, Stergios;  Battistela, Enzo;  Lerousseau, Marvin;  Carre, Alexandre;  Klausner, Guillaume;  Sun, Roger;  Robert, Charlotte;  Mougiakakou, Stavroula;  Paragios, Nikos;  Deutsch, Eric
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/30
Image registration  Deformable registration  Brain tumor segmentation  3D convolutional neural networks