IOCAS-IR

Browse/Search Results:  1-3 of 3 Help

Selected(0)Clear Items/Page:    Sort:
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, 页码: 27
Authors:  Zhang, Yang;  Cheng, Tao;  Ren, Yibin;  Xie, Kun
Favorite  |  View/Download:20/0  |  Submit date: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
Authors:  Han, Yong;  Wang, Cheng;  Ren, Yibin;  Wang, Shukang;  Zheng, Huangcheng;  Chen, Ge
Adobe PDF(9994Kb)  |  Favorite  |  View/Download:34/0  |  Submit date: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
Authors:  Ren, Yibin;  Chen, Huanfa;  Han, Yong;  Cheng, Tao;  Zhang, Yang;  Chen, Ge
Adobe PDF(3526Kb)  |  Favorite  |  View/Download:24/0  |  Submit date:2019/11/14
Spatio-temporal flow volume  prediction  deep learning  LSTM  ResNet