5 papers
Confidence and Dispersity as Signals: Unsupervised Model Evaluation and Ranking
Weijian Deng, Weijie Tu, Ibrahim Radwan +3
Assessing model generalization under distribution shift is essential for real-world deployment, particularly when labeled test data is unavailable. This paper presents a unified an…
Privacy-Preserving Driver Drowsiness Detection with Spatial Self-Attention and Federated Learning
Tran Viet Khoa, Do Hai Son, Mohammad Abu Alsheikh +2
Driver drowsiness is one of the main causes of road accidents and is recognized as a leading contributor to traffic-related fatalities. However, detecting drowsiness accurately rem…
Towards Autonomous Riding: A Review of Perception, Planning, and Control in Intelligent Two-Wheelers
Mohammed Hassanin, Mohammad Abu Alsheikh, Carlos C. N. Kuhn +3
The rapid adoption of micromobility solutions, particularly two-wheeled vehicles like e-scooters and e-bikes, has created an urgent need for reliable autonomous riding (AR) technol…
End-to-End Human Pose Reconstruction from Wearable Sensors for 6G Extended Reality Systems
Nguyen Quang Hieu, Dinh Thai Hoang, Diep N. Nguyen +4
Full 3D human pose reconstruction is a critical enabler for extended reality (XR) applications in future sixth generation (6G) networks, supporting immersive interactions in gaming…
Perception of Digital Privacy Protection: An Empirical Study using GDPR Framework
Hamoud Alhazmi, Ahmed Imran, Mohammad Abu Alsheikh
Perception of privacy is a contested concept, which is also evolving along with the rapid proliferation and expansion of technological advancements. Information systems (IS) applic…