Trajectory Analysis

Trajectory Analysis is a geospatial artificial intelligence task that involves the examination and interpretation of spatiotemporal movement data to identify patterns, behaviors, and anomalies in the paths traversed by moving entities.

4.6K

Publications

262K

Citations

12K

Authors

2.4K

Institutions

Publications per year

2017–2026

2.2K

Parents

Geospatial Artificial Intelligence

Children

Anomaly Detection In TrajectoriesHuman Mobility AnalysisMap MatchingMotion Pattern RecognitionMove DetectionMovement Pattern DiscoveryMulti-agent Trajectory AnalysisObject Motion ModelingOutlier Detection In TrajectoriesRoute Inference

Publications

4.6K

Social LSTM: Human Trajectory Prediction in Crowded Spaces

Alexandre Alahi, Kratarth Goel, Vignesh Ramanathan et al. · 2016 · 3.5K citations · Full text

Computing, Autonomous Systems, Computer Science +16

Survey of Numerical Methods for Trajectory Optimization

John T. Betts · Journal of Guidance Control and Dynamics · 1998 · 2.6K citations

Natural Sciences, Aerospace Engineering, Mechanical Engineering +14

Analyzing developmental trajectories: A semiparametric, group-based approach.

Daniel S. Nagin · Psychological Methods · 1999 · 2.3K citations

Social Sciences, Human Development, Psychology +11

Dense Trajectories and Motion Boundary Descriptors for Action Recognition

Heng Wang, Alexander Kläser, Cordelia Schmid et al. · International Journal of Computer Vision · 2013 · 1.7K citations · Full text

Computing, Computer Science, Computer Vision +15

Trajectory Data Mining

Yu Zheng · ACM Transactions on Intelligent Systems and Technology · 2015 · 1.6K citations

Computing, Data Science, Data Mining +15

1–5 of 4.6K

Authors

12K

YZ
Yu Zheng
Microsoft Research Asia (China), China
44 publications · 11.9K citations
34
h-index
CS
Christian S. Jensen
Aalborg University, Denmark
35 publications · 3.5K citations
27
h-index
XZ
Xiaofang Zhou
The University of Queensland, Australia
32 publications · 2.9K citations
24
h-index
XX
Xing Xie
Microsoft Research Asia (China), China
25 publications · 7.6K citations
24
h-index
NA
Natalia Andrienko
Fraunhofer Institute for Intelligent Analysis and Information Systems, Germany
30 publications · 2.7K citations
23
h-index

1–5 of 12K

Institutions

2.4K

1–8 of 2.4K

Venues

IEEE Transactions on Intelligent Transportation Systems
131 publications · 7.9K citations
50
h-index
Transportation Research Part C Emerging Technologies
78 publications · 5.5K citations
46
h-index
International Journal of Geographical Information Systems
78 publications · 4.1K citations
37
h-index
IEEE Transactions on Knowledge and Data Engineering
TKDE · 51 publications · 3.9K citations
32
h-index
IEEE Access
77 publications · 3.5K citations
31
h-index

1–5