Short Term Traffic State Prediction via Hyperparameter Optimization Based Classifiers

Short Term Traffic State Prediction via Hyperparameter Optimization Based Classifiers

Short-term traffic state prediction has become an integral component of an advanced traveler information system (ATIS) in intelligent transportation systems (ITS). Accurate modeling and short-term traffic prediction are quite challenging due to its intricate characteristics, stochastic, and dynamic...

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Bibliographic Details
Main Authors: Muhammad Zahid, Yangzhou Chen, Arshad Jamal, Muhammad Qasim Memon
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Sensors
Subjects:
traffic state prediction
spatio-temporal traffic modeling
simulation
machine learning
hyper parameter optimization
its
Online Access:https://www.mdpi.com/1424-8220/20/3/685

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https://www.mdpi.com/1424-8220/20/3/685

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