A machine learning-based approach to time-dependent shortest path queries

Road traffic is known to be time-dependent. The travel time of a road varies at different times of the day. Many algorithms have been proposed for finding a shortest path in a time-dependent road network. In this project, I explored an alternative approach that leveraged on GPS trajectories colle...

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Bibliographic Details
Main Author: Wei, Yumou
Other Authors: Xiao Xiaokui
Format: Final Year Project
Language:English
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/10356/70473
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Institution: Nanyang Technological University
Language: English