Computer Vision and Pattern Recognition · Computer Science
Predicting Vehicles Trajectories in Urban Scenarios with Transformer Networks and Augmented Information
A. Quintanar, D. Fernández-Llorca, I. Parra, R. Izquierdo +1
2021-06-09
Databases · Computer Science
A Survey on Trajectory Data Management, Analytics, and Learning
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Gao Cong
2020-12-15
Databases · Computer Science
Data Driven Decision Making with Time Series and Spatio-temporal Data
Bin Yang, Yuxuan Liang, Chenjuan Guo, Christian S. Jensen
2025-04-03
Machine Learning · Computer Science
Navigating the Dynamics of Financial Embeddings over Time
Antonia Gogoglou, Brian Nguyen, Alan Salimov, Jonathan Rider +1
2020-07-02
Computer Vision and Pattern Recognition · Computer Science
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers
Mandela Patrick, Dylan Campbell, Yuki M. Asano, Ishan Misra +4
2021-10-26
Machine Learning · Computer Science
Trajectory Flow Map: Graph-based Approach to Analysing Temporal Evolution of Aggregated Traffic Flows in Large-scale Urban Networks
Jiwon Kim, Kai Zheng, Jonathan Corcoran, Sanghyung Ahn +1
2022-12-07
Machine Learning · Computer Science
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data
Yiyuan Yang, Ming Jin, Haomin Wen, Chaoli Zhang +8
2025-12-09
Databases · Computer Science
Spatio-temporal flow patterns
Chrysanthi Kosyfaki, Nikos Mamoulis, Reynold Cheng, Ben Kao
2023-10-16
Statistics Theory · Mathematics
Information and Complexity Analysis of Spatial Data
Jose M. Angulo, Francisco J. Esquivel, Ana E. Madrid, Francisco J. Alonso
2024-11-27
General Finance · Quantitative Finance
Predictable markets? A news-driven model of the stock market
Maxim Gusev, Dimitri Kroujiline, Boris Govorkov, Sergey V. Sharov +2
2014-09-23
Machine Learning · Computer Science
Dynamic Trend Fusion Module for Traffic Flow Prediction
Jing Chen, Haocheng Ye, Zhian Ying, Yuntao Sun +1
2025-03-18
Machine Learning · Computer Science
Long-Range Transformers for Dynamic Spatiotemporal Forecasting
Jake Grigsby, Zhe Wang, Nam Nguyen, Yanjun Qi
2023-03-21
Computer Vision and Pattern Recognition · Computer Science
Spatial-Channel Transformer Network for Trajectory Prediction on the Traffic Scenes
Jingwen Zhao, Xuanpeng Li, Qifan Xue, Weigong Zhang
2021-02-08
Computer Vision and Pattern Recognition · Computer Science
How Cars Move: Analyzing Driving Dynamics for Safer Urban Traffic
Kangan Qian, Jinyu Miao, Xinyu Jiao, Ziang Luo +5
2025-07-22
Machine Learning · Computer Science
Trajectory annotation using sequences of spatial perception
Sebastian Feld, Steffen Illium, Andreas Sedlmeier, Lenz Belzner
2020-04-14