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Analysis of harsh braking and harsh acceleration occurrence via explainable imbalanced machine learning using high-resolution smartphone telematics and traffic data.

Accident Analysis and Prevention
Harsh driving events such as harsh brakings (HBs) and harsh accelerations (HAs) are promising Surrogate Safety Measures, already extensively utilised in road safety research.
Apostolos Ziakopoulos
semanticscholar   +1 more source

Predictive maintenance of shared electric vehicle battery using telematics data

International Conference on Computer Vision and Internet of Things 2023 (ICCVIoT'23), 2023
R. Tigadi, K. C. Krishnachalitha
semanticscholar   +1 more source

The transformation of the insurance industry and road safety by driver safety behaviour telematics

Case Studies on Transport Policy, 2022
Apostolos Ziakopoulos   +2 more
exaly  

The impact of telematics on the insurability of risks

Journal of Risk Finance, 2020
Martin Eling
exaly  

Driver behavior indices from large-scale fleet telematics data as surrogate safety measures

Accident Analysis and Prevention, 2023
Andrew Smyth   +2 more
exaly  

Identification of the technology life cycle of telematics: A patent-based analytical perspective

Technological Forecasting and Social Change, 2016
Chin Yuan Fan, Shu-Hao Chang
exaly  

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