Differentiable generative models for trajectory data analytics

• 主要作者: Li, Xiucheng
• 其他作者: Cong Gao
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2020
• 主題: Engineering::Computer science and engineering::Mathematics of computing::Probability and statistics
• 在線閱讀: https://hdl.handle.net/10356/137159

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...