Spatial Deep Learning Approach to Older Driver Classification

Spatial Deep Learning Approach to Older Driver Classification

Given telemetry datasets (e.g., GPS location, speed, direction, distance.), the Older Driver Classification (ODC) problem identifies two groups of drivers: normal and abnormal. The ODC problem is essential in many societal applications, including road safety, insurance risk assessment, and targeted...

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Bibliographic Details
Main Authors: Charles Boateng, Seyedeh Gol Ara Ghoreishi, Kwangsoo Yang, Muhammad Tanveer Jan, Ruth Tappen, Jinwoo Jang, David Newman, Sonia Moshfeghi, Kelley Jackson, Rhian Resnick, Borko Furht, Monica Rosselli, Joshua Conniff
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Spatial deep learning
older driver classification
trajectory data mining
Online Access:https://ieeexplore.ieee.org/document/10794775/
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