Anomalous Behavior Detection in Trajectory Data of Older Drivers

no code implementations • 29 Nov 2023 • Seyedeh Gol Ara Ghoreishi, Sonia Moshfeghi, Muhammad Tanveer Jan, Joshua Conniff, KwangSoo Yang, Jinwoo Jang, Borko Furht, Ruth Tappen, David Newman, Monica Rosselli, Jiannan Zhai

Given a road network and a set of trajectory data, the anomalous behavior detection (ABD) problem is to identify drivers that show significant directional deviations, hardbrakings, and accelerations in their trips.

In-vehicle Sensing and Data Analysis for Older Drivers with Mild Cognitive Impairment

no code implementations • 15 Nov 2023 • Sonia Moshfeghi, Muhammad Tanveer Jan, Joshua Conniff, Seyedeh Gol Ara Ghoreishi, Jinwoo Jang, Borko Furht, KwangSoo Yang, Monica Rosselli, David Newman, Ruth Tappen, Dana Smith

Driving is a complex daily activity indicating age and disease related cognitive declines.