Travel Time Prediction and Explanation with Spatio-Temporal Features: A Comparative Study

Travel Time Prediction and Explanation with Spatio-Temporal Features: A Comparative Study

Travel time information is used as input or auxiliary data for tasks such as dynamic navigation, infrastructure planning, congestion control, and accident detection. Various data-driven Travel Time Prediction (TTP) methods have been proposed in recent years. One of the most challenging tasks in TTP...

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Bibliographic Details
Main Authors: Irfan Ahmed, Indika Kumara, Vahideh Reshadat, A. S. M. Kayes, Willem-Jan van den Heuvel, Damian A. Tamburri
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Electronics
Subjects:
travel time prediction
spatio-temporal
XGBoost
LightGBM
LSTM
hybrid models
Online Access:https://www.mdpi.com/2079-9292/11/1/106

Internet

https://www.mdpi.com/2079-9292/11/1/106

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