Open AccessTraffic Flow Prediction Using Machine Learning
Author(s) -
Slađana Janković,
Dušan Mladenović,
Snežana Mladenović,
Stefan Zdravković
Publication year - 2021
Language(s) - English
Resource type - Conference proceedings
DOI - 10.20544/tts2021.1.1.21.p46
Subject(s) - computer science , machine learning , big data , artificial intelligence , traffic flow (computer networking) , volume (thermodynamics) , traffic volume , flow (mathematics) , data mining , transport engineering , engineering , physics , geometry , computer security , mathematics , quantum mechanics
–The main objective of this research was to define and verify the methodology of predicting the volume and structure of traffic flows, based on the building and application of a supervised machine learning models. The proposed methodology was applied in the case study of the prediction of traffic flows on selected routes in the Republic of Serbia. Keywords – Machine learning, Big data analytics, Traffic flow