Unified Modeling and Clustering of Mobility Trajectories with Spatiotemporal Point Processes

Keyphrases

• Unified Modeling 100%
• Mobility Trajectories 100%
• Spatio-temporal Point Processes 100%
• Continuous-time 66%
• Continuous Space 66%
• Public Health 33%
• Training Phase 33%
• Dynamic Pattern 33%
• Sequence Analysis 33%
• Trajectory Data 33%
• Human Mobility 33%
• Urban Planning 33%
• Application Domain 33%
• Transformer 33%
• Discretize 33%
• Trajectory Dynamics 33%
• In Clustering 33%
• Cluster Assignment 33%
• Moving Pattern 33%
• Spatial Characteristics 33%
• Mobility Patterns 33%
• Temporal Features 33%
• Urban Publics 33%
• Trajectory Modeling 33%
• Varying Dynamics 33%
• Variational Expectation Maximization 33%
• Real-world Trajectory 33%

Computer Science

• Continuous Space 100%
• Continuous Time 100%
• Trajectory Data 50%
• Training Phase 50%
• Temporal Characteristic 50%
• Long Short-Term Memory Network 50%
• Application Domain 50%
• Analysis Technique 50%
• Observed Trajectory 50%
• Discretization 50%