Trajectory data simplification, similarity search and inference with deep learning

With the proliferation of GPS devices, trajectory data is being generated at an unprecedented speed, and the interest in the management and analysis of trajectory data has also grown dramatically. Trajectory data corresponds to a sequence of positions and timestamps to capture the traces of moving o...

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Bibliographic Details
Main Author: Wang, Zheng
Other Authors: Long Cheng
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/164589