Long-Term-Based Road Blackspot Screening Procedures by Machine Learning Algorithms

Long-Term-Based Road Blackspot Screening Procedures by Machine Learning Algorithms

Screening procedures in road blackspot detection are essential tools for road authorities for quickly gathering insights on the safety level of each road site they manage. This paper suggests a road blackspot screening procedure for two-lane rural roads, relying on five different machine learning al...

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Bibliographic Details
Main Authors: Nicholas Fiorentini, Massimo Losa
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Sustainability
Subjects:
road blackspot screening procedures
machine learning algorithms
Logistic Regression
Classification and Regression Tree
Random Forest
K-Nearest Neighbor
Online Access:https://www.mdpi.com/2071-1050/12/15/5972

Internet

https://www.mdpi.com/2071-1050/12/15/5972

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