Differentiable generative models for trajectory data analytics

• Main Author: Li, Xiucheng
• Other Authors: Cong Gao
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Mathematics of computing::Probability and statistics
• Online Access: https://hdl.handle.net/10356/137159
• Institution: Nanyang Technological University

With the proliferation of GPS-enabled devices, trajectory data is being generated at an unprecedented speed. The trajectories are typically represented as sequences of discrete sample points, which carry rich spatiotemporal information. Mining patterns and distilling knowledge from such a large amou...