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2025

Footwear Choice and Locomotor Health Throughout the Life Course: A Critical Review.

D'Août, K., Elnaggar, O., Mason, L., Rowlatt, A., & Willems, C. (2025). Footwear Choice and Locomotor Health Throughout the Life Course: A Critical Review.. Healthcare (Basel, Switzerland), 13(5), 527. doi:10.3390/healthcare13050527

DOI: 10.3390/healthcare13050527
: Journal article

2023

An interpretable framework for sleep posture change detection and postural inactivity segmentation using wrist kinematics.

Elnaggar, O., Arelhi, R., Coenen, F., Hopkinson, A., Mason, L., & Paoletti, P. (2023). An interpretable framework for sleep posture change detection and postural inactivity segmentation using wrist kinematics.. Scientific reports, 13(1), 18027. doi:10.1038/s41598-023-44567-9

DOI: 10.1038/s41598-023-44567-9
: Journal article

Sleep posture one-shot learning framework based on extremity joint kinematics: In-silico and in-vivo case studies

Elnaggar, O., Coenen, F., Hopkinson, A., Mason, L., & Paoletti, P. (2023). Sleep posture one-shot learning framework based on extremity joint kinematics: In-silico and in-vivo case studies. INFORMATION FUSION, 95, 215-236. doi:10.1016/j.inffus.2023.02.003

DOI: 10.1016/j.inffus.2023.02.003
: Journal article

KIDS: kinematics-based (in)activity detection and segmentation in a sleep case study

: Preprint

2022

Sleep Posture One-Shot Learning Framework Using Kinematic Data Augmentation: In-Silico and In-Vivo Case Studies

: Preprint

2021

Quantification of Knowledge Exchange Within Classrooms: An AI-based Approach

Elnaggar, O., & Arelhi, R. (2021). Quantification of Knowledge Exchange Within Classrooms: An AI-based Approach. In ECE Official Conference Proceedings (pp. 221-231). The International Academic Forum(IAFOR). doi:10.22492/issn.2188-1162.2021.17

DOI: 10.22492/issn.2188-1162.2021.17
: Conference Paper

2020

In-Bed Human Pose Classification Using Sparse Inertial Signals

Elnaggar, O., Coenen, F., & Paoletti, P. (2020). In-Bed Human Pose Classification Using Sparse Inertial Signals. In Lecture Notes in Computer Science (pp. 331-344). Springer International Publishing. doi:10.1007/978-3-030-63799-6_25

DOI: 10.1007/978-3-030-63799-6_25
: Chapter

2019

A New Unsupervised Short-Utterance based Speaker Identification Approach with Parametric t-SNE Dimensionality Reduction

Elnaggar, O., & Arelhi, R. (2019). A New Unsupervised Short-Utterance based Speaker Identification Approach with Parametric t-SNE Dimensionality Reduction. In 2019 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) (pp. 092-101). IEEE. doi:10.1109/icaiic.2019.8669051

DOI: 10.1109/icaiic.2019.8669051
: Conference Paper