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Deep spatial-temporal travel time prediction model based on trajectory feature 期刊论文
COMPUTERS & ELECTRICAL ENGINEERING, 2023, 卷号: 110, 页码: 12
作者:  Sheng, Zhaoyu;  Lv, Zhiqiang;  Li, Jianbo;  Xu, Zhihao
收藏  |  浏览/下载:6/0  |  提交时间:2023/12/04
Travel time prediction  Trajectory feature  Traffic condition  Spatial correlation  Temporal dependence  
A new approach to COVID-19 data mining: A deep spatial-temporal prediction model based on tree structure for traffic revitalization index 期刊论文
DATA & KNOWLEDGE ENGINEERING, 2023, 卷号: 146, 页码: 18
作者:  Lv, Zhiqiang;  Wang, Xiaotong;  Cheng, Zesheng;  Li, Jianbo;  Li, Haoran;  Xu, Zhihao
收藏  |  浏览/下载:6/0  |  提交时间:2023/12/04
COVID-19  Traffic revitalization index  Spatial-temporal model  Directional feature  Hierarchical feature  
A Novel Approach for Predicting Water Demand with Complex Patterns Based on Ensemble Learning 期刊论文
WATER RESOURCES MANAGEMENT, 2022, 页码: 20
作者:  Xu, Zhihao;  Lv, Zhiqiang;  Li, Jianbo;  Shi, Anshuo
收藏  |  浏览/下载:16/0  |  提交时间:2022/12/07
Multifarious factors  Time series  Base learner  Local extreme values  Volatility  
A Novel Perspective on Travel Demand Prediction Considering Natural Environmental and Socioeconomic Factors 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 页码: 24
作者:  Xu, Zhihao;  Lv, Zhiqiang;  Li, Jianbo;  Sun, Haokai;  Sheng, Zhaoyu
收藏  |  浏览/下载:16/0  |  提交时间:2022/12/07
Meteorology  Public transportation  Wind speed  Classification tree analysis  Urban areas  Atmospheric modeling  Time division multiplexing