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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  
A Model-Agnostic Hierarchical Framework Towards Trajectory Prediction 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 卷号: 40, 期号: 2, 页码: 322-339
作者:  Qian, Tang-Wen;  Wang, Yuan;  Xu, Yong-Jun;  Zhang, Zhao;  Wu, Lin;  Qiu, Qiang;  Wang, Fei
收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25
spatial-temporal data mining  trajectory prediction  hierarchical framework  model-agnostic  
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  
Trajectory-User Linking via Multi-Scale Graph Attention Network 期刊论文
PATTERN RECOGNITION, 2025, 卷号: 158, 页码: 16
作者:  Li, Yujie;  Sun, Tao;  Shao, Zezhi;  Zhen, Yiqiang;  Xu, Yongjun;  Wang, Fei
收藏  |  浏览/下载：24/0  |  提交时间：2024/12/06
Trajectory-user linking  Graph neural network  Trajectory classification  Spatio-temporal data mining  Check-in data  
Multitask-Based Self-Supervised Learning for Recommendation in Social Systems 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 页码: 12
作者:  Xu, Wenjian;  Zeng, Fanxiang;  Zhang, Nan;  Gao, Honghao;  Yin, Yuyu;  Chen, Zulong;  Huang, Maolei;  Wan, Jian
收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25
Data models  Predictive models  Heavily-tailed distribution  Feature extraction  Representation learning  Recommender systems  Electronic mail  Computational modeling  Poles and towers  Data mining  Click-through rate (CTR) prediction  large-scale knowledge discovery  multitask learning  representation learning  user behavior modeling  
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 10, 页码: 5388-5408
作者:  Jin, Guangyin;  Liang, Yuxuan;  Fang, Yuchen;  Shao, Zezhi;  Huang, Jincai;  Zhang, Junbo;  Zheng, Yu
收藏  |  浏览/下载：17/0  |  提交时间：2024/12/06
Surveys  Task analysis  Time series analysis  Transportation  Topology  Graph neural networks  Deep learning  predictive learning  spatio-temporal data mining  time series  urban computing  
Pedestrian Navigation Activity Recognition Based on Segmentation Transformer 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 15, 页码: 26020-26032
作者:  Wang, Qu;  Tao, Zhi;  Ning, Jiahui;  Jiang, Zhuqing;  Guo, Liangliang;  Luo, Haiyong;  Wang, Haiying;  Men, Aidong;  Cheng, Xiaofei;  Zhang, Zhang
收藏  |  浏览/下载：16/0  |  提交时间：2024/12/06
Feature extraction  Pedestrians  Transformers  Hidden Markov models  Human activity recognition  Data mining  Artificial intelligence for IoT  dense sequence labeling  human activity recognition (HAR)  Internet of Things (IoT)  multiclass window problem  pedestrian navigation  pedestrian navigation  
A transportation Revitalization index prediction model based on Spatial-Temporal attention mechanism 期刊论文
ADVANCED ENGINEERING INFORMATICS, 2024, 卷号: 61, 页码: 17
作者:  Lv, Zhiqiang;  Ma, Zhaobin;  Xia, Fengqian;  Li, Jianbo
收藏  |  浏览/下载：12/0  |  提交时间：2024/12/06
COVID-19  Transportation  Spatial-temporal model  Transportation revitalization index  Data mining  Data models  
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：28/0  |  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  
Speed Planning Based on Terrain-Aware Constraint Reinforcement Learning in Rugged Environments 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2024, 卷号: 9, 期号: 3, 页码: 2096-2103
作者:  Yang, Andong;  Li, Wei;  Hu, Yu
收藏  |  浏览/下载：31/0  |  提交时间：2024/05/20
Planning  Robots  Semantics  Data mining  Neural networks  Reinforcement learning  Mobile robots  Speed planning  mobile robot  rugged environments  reinforcement learning