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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：363/0  |  提交时间：2020/03/20
Short-term traffic forecasting  spatial-temporal dependency  network topology  graph convolution  residual long short-term memory  
Short-Term Prediction of Bus Passenger Flow Based on a Hybrid Optimized LSTM Network 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 9, 页码: 24
作者:  Han, Yong;  Wang, Cheng;  Ren, Yibin;  Wang, Shukang;  Zheng, Huangcheng;  Chen, Ge
Adobe PDF(9994Kb)  |  收藏  |  浏览/下载：336/0  |  提交时间：2020/01/03
passenger flow  short-term prediction  long short-term memory network  hybrid optimization algorithm  
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：327/0  |  提交时间：2019/11/14
Spatio-temporal flow volume  prediction  deep learning  LSTM  ResNet  
The Contributions of Winter Cloud Anomalies in 2011 to the Summer Sea-Ice Rebound in 2012 in the Antarctic 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 卷号: 124, 期号: 6, 页码: 3435-3447
作者:  Wang, Yunhe;  Yuan, Xiaojun;  Bi, Haibo;  Liang, Yu;  Huang, Haijun;  Zhang, Zehua;  Liu, Yanxia
Adobe PDF(2337Kb)  |  收藏  |  浏览/下载：296/0  |  提交时间：2019/08/28
cloud fraction  cloud forcing  sea ice  Antarctic