Advanced machine learning models for online travel-time prediction on freeways

Advanced machine learning models for online travel-time prediction on freeways

The objective of the research described in this dissertation is to improve the travel-time prediction process using machine learning methods for the Advanced Traffic In-formation Systems (ATIS). Travel-time prediction has gained significance over the years especially in urban areas due to increasing...

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Bibliographic Details
Main Author: Yusuf, Adeel
Other Authors: Madisetti, Vijay Krishna
Format: Others
Language:en_US
Published: Georgia Institute of Technology 2014
Subjects:
Machine Learning
Travel-time Prediction
Time-series Prediction
Support vector machine for regression
Wavelets
Intelligent transportation systems
Machine learning
Traffic flow
Forecasting
Online Access:http://hdl.handle.net/1853/50408

Internet

http://hdl.handle.net/1853/50408

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