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A novel residual graph convolution deep learning model for short-term network-based traffic forecasting 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 卷号: 34, 期号: 5, 页码: 27
作者:  Zhang, Yang;  Cheng, Tao;  Ren, Yibin;  Xie, Kun
Adobe PDF(4145Kb)  |  收藏  |  浏览/下载：337/0  |  提交时间：2020/03/20
Short-term traffic forecasting  spatial-temporal dependency  network topology  graph convolution  residual long short-term memory  
Invasive aquatic plant (Alternanthera philoxeroides) facilitates the invasion of western Mosquitofish (Gambusia affinis) in Yangtze River, China 期刊论文
AQUATIC ECOSYSTEM HEALTH & MANAGEMENT, 2019, 卷号: 22, 期号: 4, 页码: 408-416
作者:  Xiong, Wen;  Tao, Juan;  Liu, Chunlong;  Liang, Yangyang;  Sun, Heying;  Chen, Kang;  Cheng, Yu;  Chen, Yifeng
收藏  |  浏览/下载：138/0  |  提交时间：2020/09/22
seasonal habitat selection  fish-plant relationship  invasion biology  
A hybrid integrated deep learning model for the prediction of citywide spatio-temporal flow volumes 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 页码: 22
作者:  Ren, Yibin;  Chen, Huanfa;  Han, Yong;  Cheng, Tao;  Zhang, Yang;  Chen, Ge
Adobe PDF(3526Kb)  |  收藏  |  浏览/下载：311/0  |  提交时间：2019/11/14
Spatio-temporal flow volume  prediction  deep learning  LSTM  ResNet  
Temporal variability in zooplankton community in the western Yellow Sea and its possible links to green tides 期刊论文
PEERJ, 2019, 卷号: 7, 页码: 25
作者:  Wang, Weicheng;  Zhang, Guangtao;  Sun, Xiaoxia;  Zhang, Fang;  Zhang, Xing
Adobe PDF(3264Kb)  |  收藏  |  浏览/下载：398/1  |  提交时间：2019/08/28
Community structure  Copepods  Macro-algal blooms  Size structure  Ulva prolifera  Yellow Sea