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Spatio-temporal tree attention network for forecasting traffic flow 期刊论文
NEUROCOMPUTING, 2026, 卷号: 676, 页码: 14
作者:  Li, Haoran;  Lv, Zhiqiang;  Ma, Zhaobin;  Li, Jianbo;  Ma, Xiaolong;  Sun, Dongxin;  Guo, Kangxin;  Liu, Jun
收藏  |  浏览/下载：6/0  |  提交时间：2026/05/25
Traffic flow prediction  Tree attention mechanism  Spatio-temporal features  Intelligent data analysis  
Transaction Spatio-Temporal Distribution for Permissioned Blockchain Performance Profiling 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2025, 卷号: 37, 期号: 27-28, 页码: 13
作者:  Mao, Jianhuan;  Zhu, Mengxiao;  Sun, Yi;  Li, Lei;  Zhu, Haogang
收藏  |  浏览/下载：9/0  |  提交时间：2026/05/25
anomaly detection  blockchain  performance evaluation  spatio-temporal analysis  
End-to-End Optimized Lossy Compression for Neural-Morphic Spiking Camera Captured Data 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 6, 页码: 6074-6086
作者:  Feng, Kexiang;  Jia, Chuanmin;  Pan, Jingshan;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：25/0  |  提交时间：2025/12/03
Image coding  Cameras  Image reconstruction  Streams  Correlation  Redundancy  Visualization  Firing  Spatial resolution  Retina  Spike compression  spatio-temporal contextual compression  attention mechanism  end-to-end spike coding  
Enhancing spatiotemporal prediction through the integration of Mamba state space models and Diffusion Transformers 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2025, 卷号: 316, 页码: 11
作者:  Zeng, Hansheng;  Li, Yuqi;  Niu, Ruize;  Yang, Chuanguang;  Wen, Shiping
收藏  |  浏览/下载：35/0  |  提交时间：2025/06/25
Deep learning  Spatio-temporal prediction  Mamba  Diffusion  
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：33/0  |  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  
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：72/0  |  提交时间：2024/12/06
Trajectory-user linking  Graph neural network  Trajectory classification  Spatio-temporal data mining  Check-in data  
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：68/0  |  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  
Online Spatio-Temporal Correlation-Based Federated Learning for Traffic Flow Forecasting 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 13
作者:  Liu, Qingxiang;  Sun, Sheng;  Liu, Min;  Wang, Yuwei;  Gao, Bo
收藏  |  浏览/下载：61/0  |  提交时间：2024/12/06
Predictive models  Forecasting  Servers  Correlation  Data models  Federated learning  Adaptation models  online learning  spatio-temporal correlation  traffic flow 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：67/0  |  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  
Predicting Vessel Trajectories Using ASTGCN with StemGNN-Derived Correlation Matrix 期刊论文
APPLIED SCIENCES-BASEL, 2024, 卷号: 14, 期号: 10, 页码: 20
作者:  Zhang, Ran;  Chen, Xiaohui;  Ye, Lin;  Yu, Wentao;  Zhang, Bing;  Liu, Junnan
收藏  |  浏览/下载：55/0  |  提交时间：2024/12/06
ais  trajectory prediction  attention mechanism  spatio-temporal graph convolution