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Towards Effective Transportation Mode-Aware Trajectory Recovery: Heterogeneity, Personalization and Efficiency 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 4, 页码: 2832-2846
作者:  Wang, Chenxing;  Zhao, Fang;  Luo, Haiyong;  Fang, Yuchen;  Zhang, Haichao;  Xiong, Haoyu
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Trajectory  Roads  Transportation  Global Positioning System  Feature extraction  Mobile computing  Data mining  Uncertainty  Public transportation  Social networking (online)  Location-based social networks  spatio-temporal data mining  transportation mode-aware trajectory recovery  
Cross-Transportation-Mode Knowledge Transfer for Trajectory Recovery With Meta Learning 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2025, 页码: 16
作者:  Wang, Chenxing;  Zhao, Fang;  Luo, Haiyong;  Sun, Poly Z. H.;  Fang, Yuchen
收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25
Trajectory  Transportation  Roads  Metalearning  Legged locomotion  Knowledge transfer  Transformers  Global Positioning System  Video recording  Predictive models  Transportation mode-aware trajectory recovery  spatial-temporal data mining  knowledge transfer  
eLabrador: A Wearable Navigation System for Visually Impaired Individuals 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2025, 卷号: 22, 页码: 12228-12244
作者:  Kan, Meina;  Zhang, Lixuan;  Liang, Hao;  Zhang, Boyuan;  Fang, Minxue;  Liu, Dongyang;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Navigation  Robots  Legged locomotion  Cameras  Robot vision systems  Semantics  Automation  Global Positioning System  Urban areas  Roads  Wearable navigation system  navigation for visually impaired  outdoor navigation  eLabrador  
Trajectory Planning for Autonomous Driving Featuring Time-Varying Road Curvature and Adhesion Constraints 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 18
作者:  Gao, Yifan;  Li, Wei;  Hu, Yu
收藏  |  浏览/下载：17/0  |  提交时间：2024/12/06
Roads  Trajectory  Adhesives  Planning  Accidents  Vehicle dynamics  Trajectory planning  Road curvature  road adhesion  local trajectory planning  autonomous driving  varying road conditions  
DMGSTCN: Dynamic Multigraph Spatio-Temporal Convolution Network for Traffic Forecasting 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 12, 页码: 22208-22219
作者:  Qin, Yanjun;  Tao, Xiaoming;  Fang, Yuchen;  Luo, Haiyong;  Zhao, Fang;  Wang, Chenxing
收藏  |  浏览/下载：19/0  |  提交时间：2024/12/06
Time series analysis  Convolution  Forecasting  Correlation  Task analysis  Roads  Predictive models  Graph convolution network (GCN)  spatial-temporal data  traffic forecasting  
STWave+: A Multi-Scale Efficient Spectral Graph Attention Network With Long-Term Trends for Disentangled Traffic Flow Forecasting 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 6, 页码: 2671-2685
作者:  Fang, Yuchen;  Qin, Yanjun;  Luo, Haiyong;  Zhao, Fang;  Zheng, Kai
收藏  |  浏览/下载：23/0  |  提交时间：2024/12/06
Market research  Forecasting  Roads  Time series analysis  Sensors  Correlation  Encoding  Contrastive learning  graph attention network  spatio-temporal data  traffic forecasting  
DMSTG: Dynamic Multiview Spatio-Temporal Networks for Traffic Forecasting 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 6, 页码: 6865-6880
作者:  Diao, Zulong;  Wang, Xin;  Zhang, Dafang;  Xie, Gaogang;  Chen, Jianguo;  Pei, Changhua;  Meng, Xuying;  Xie, Kun;  Zhang, Guangxing
收藏  |  浏览/下载：16/0  |  提交时间：2024/12/06
Forecasting  Convolutional neural networks  Predictive models  Roads  Real-time systems  Feature extraction  Tensors  Traffic forecasting  dynamic spatial-temporal graph networks  traffic sensor networks  smart city services  
Knowledge Distillation for Travel Time Estimation 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 12
作者:  Zhang, Haichao;  Zhao, Fang;  Wang, Chenxing;  Luo, Haiyong;  Xiong, Haoyu;  Fang, Yuchen
收藏  |  浏览/下载：27/0  |  提交时间：2024/05/20
Computational modeling  Trajectory  Roads  Global Positioning System  Predictive models  Estimation  Context modeling  Spatial-travel time estimation  temporal data mining  knowledge distillation  deep learning  
Learning All Dynamics: Traffic Forecasting via Locality-Aware Spatio-Temporal Joint Transformer 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 14
作者:  Fang, Yuchen;  Zhao, Fang;  Qin, Yanjun;  Luo, Haiyong;  Wang, Chenxing
收藏  |  浏览/下载：60/0  |  提交时间：2022/12/07
Forecasting  Correlation  Convolution  Roads  Transformers  Predictive models  Task analysis  Traffic forecasting  spatio-temporal joint transformer  diffusion convolution network  
Fine-Grained Trajectory-Based Travel Time Estimation for Multi-City Scenarios Based on Deep Meta-Learning 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 13
作者:  Wang, Chenxing;  Zhao, Fang;  Zhang, Haichao;  Luo, Haiyong;  Qin, Yanjun;  Fang, Yuchen
收藏  |  浏览/下载：46/0  |  提交时间：2022/12/07
Estimation  Trajectory  Task analysis  Urban areas  Roads  Data models  Global Positioning System  Spatial-temporal data mining  travel time estimation  meta learning  deep learning