Leveraging Positive-Unlabeled Learning for Enhanced Black Spot Accident Identification on Greek Road Networks

Identifying accidents in road black spots is crucial for improving road safety. Traditional methodologies, although insightful, often struggle with the complexities of imbalanced datasets, while machine learning (ML) techniques have shown promise, our previous work revealed that supervised learning...

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Bibliographic Details
Main Authors: Vasileios Sevetlidis, George Pavlidis, Spyridon G. Mouroutsos, Antonios Gasteratos
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Computers
Subjects:
Online Access:https://www.mdpi.com/2073-431X/13/2/49