Deep Spatially and Temporally Aware Similarity Computation for Road
Network Constrained Trajectories

Deep Spatially and Temporally Aware Similarity Computation for Road Network Constrained Trajectories

17 December 2021

Christian S. Jensen

Papers citing "Deep Spatially and Temporally Aware Similarity Computation for Road Network Constrained Trajectories"

19 / 19 papers shown

Title
Learning Spatio-Temporal Dynamics for Trajectory Recovery via Time-Aware Transformer Tian Sun Yuqi Chen Baihua Zheng Weiwei Sun 7 0 0 20 May 2025
PathletRL++: Optimizing Trajectory Pathlet Extraction and Dictionary Formation via Reinforcement Learning Gian Alix Arian Haghparast Manos Papagelis 64 0 0 04 Dec 2024
SIMformer: Single-Layer Vanilla Transformer Can Learn Free-Space Trajectory Similarity Chuang Yang Renhe Jiang Xiaohang Xu Chuan Xiao Kaoru Sezaki 16 0 0 18 Oct 2024
DIMS: Distributed Index for Similarity Search in Metric Spaces Yifan Zhu Chengyang Luo Tang Qian Lu Chen Yunjun Gao Baihua Zheng 26 0 0 07 Oct 2024
Poly2Vec: Polymorphic Fourier-Based Encoding of Geospatial Objects for GeoAI Applications Maria Despoina Siampou Jialiang Li John Krumm Cyrus Shahabi Hua Lu 22 1 0 27 Aug 2024
PTrajM: Efficient and Semantic-rich Trajectory Learning with Pretrained Trajectory-Mamba Yan Lin Yichen Liu Zeyu Zhou Haomin Wen Erwen Zheng Shengnan Guo Youfang Lin Huaiyu Wan Mamba 43 2 0 09 Aug 2024
TrajFM: A Vehicle Trajectory Foundation Model for Region and Task Transferability Yan Lin Tonglong Wei Zeyu Zhou Haomin Wen Jilin Hu Shengnan Guo Youfang Lin Huaiyu Wan 27 3 0 09 Aug 2024
Revisiting CNNs for Trajectory Similarity Learning Zhihao Chang Linzhu Yu Huan Li Sai Wu Gang Chen Dongxiang Zhang 27 0 0 30 May 2024
PLM4Traj: Cognizing Movement Patterns and Travel Purposes from Trajectories with Pre-trained Language Models Zeyu Zhou Yan Lin Haomin Wen Shengnan Guo Jilin Hu Youfang Lin Huaiyu Wan 42 0 0 21 May 2024
Micro-Macro Spatial-Temporal Graph-based Encoder-Decoder for Map-Constrained Trajectory Recovery Tonglong Wei Youfang Lin Yan Lin Shengnan Guo Lan Zhang Huaiyu Wan 34 6 0 29 Apr 2024
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond Wei Chen Keli Zhang Yuanshao Zhu Yanchuan Chang Kang Luo ... Chao Chen Kai Zheng Yunjun Gao Xiaofang Zhou Yu Zheng 63 22 0 21 Mar 2024
More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning Zhipeng Ma Zheyan Tu Xinhai Chen Yan Zhang Deguo Xia Guyue Zhou Yilun Chen Yu Zheng Jiangtao Gong SSL 33 12 0 25 Feb 2024
Jointly spatial-temporal representation learning for individual trajectories Fei Huang Jianrong Lv Yang Yue AI4TS 78 1 0 07 Dec 2023
Robust Spatiotemporal Traffic Forecasting with Reinforced Dynamic Adversarial Training Fan Liu Weijiao Zhang Haowen Liu AI4TS OOD 18 9 0 25 Jun 2023
A Data-driven Region Generation Framework for Spatiotemporal Transportation Service Management Liyue Chen Jiangyi Fang Zhe Yu Yongxin Tong Shaosheng Cao Leye Wang AI4TS 29 7 0 05 Jun 2023
Clustering Human Mobility with Multiple Spaces Haoji Hu Haowen Lin Yao-Yi Chiang 11 3 0 20 Jan 2023
A principled distributional approach to trajectory similarity measurement Yufan Wang Kai Ming Ting Yuanyi Shang 19 0 0 01 Jan 2023
RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer Yuqi Chen Hanyuan Zhang Weiwei Sun B. Zheng 29 39 0 23 Nov 2022
Contrastive Trajectory Similarity Learning with Dual-Feature Attention Yanchuan Chang Jianzhong Qi Keli Zhang E. Tanin 24 34 0 11 Oct 2022