Walaa Othman

According to our database, Walaa Othman authored at least 14 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Remote Heart Rate Estimation Based on Transformer with Multi-Skip Connection Decoder: Method and Evaluation in the Wild.

Walaa Othman, Alexey M. Kashevnik, Ammar Ali, Nikolay Shilov, Dmitry Ryumin

Sensors, February, 2024

Operator Fatigue Detection via Analysis of Physiological Indicators Estimated Using Computer Vision.

Nikolay Shilov, Walaa Othman, Batol Hamoud

Proceedings of the 26th International Conference on Enterprise Information Systems, 2024

2023

A Machine Learning-Based Correlation Analysis between Driver Behaviour and Vital Signs: Approach and Case Study.

Walaa Othman, Batol Hamoud, Alexey M. Kashevnik, Nikolay Shilov, Ammar Ali

Sensors, September, 2023

Machine learning for enterprise modeling assistance: an investigation of the potential and proof of concept.

Nikolay Shilov, Walaa Othman, Michael Fellmann, Kurt Sandkuhl

Softw. Syst. Model., April, 2023

Neural Network Model Combination for Video-Based Blood Pressure Estimation: New Approach and Evaluation.

Batol Hamoud, Alexey M. Kashevnik, Walaa Othman, Nikolay Shilov

Sensors, February, 2023

Contactless Oxygen Saturation Detection Based on Face Analysis: An Approach and Case Study.

Batol Hamoud, Walaa Othman, Nikolay Shilov, Alexey M. Kashevnik

Proceedings of the 33rd Conference of Open Innovations Association, 2023

2022

DriverSVT: Smartphone-Measured Vehicle Telemetry Data for Driver State Identification.

Walaa Othman, Alexey M. Kashevnik, Batol Hamoud, Nikolay Shilov

Data, 2022

DriverMVT: In-Cabin Dataset for Driver Monitoring including Video and Vehicle Telemetry Information.

Walaa Othman, Alexey M. Kashevnik, Ammar Ali, Nikolay Shilov

Data, 2022

Video-Based Real-Time Heart Rate Detection for Drivers Inside the Cabin Using a Smartphone.

Walaa Othman, Alexey M. Kashevnik

Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2022

Contactless Camera-Based Approach for Driver Respiratory Rate Estimation in Vehicle Cabin.

Walaa Othman, Alexey M. Kashevnik, Igor Ryabchikov, Nikolay Shilov

Proceedings of the Intelligent Systems and Applications, 2022

Enterprise Modelling Assistance: Edge Prediction Improvement Using Textual Information.

Walaa Othman, Nikolay Shilov

Proceedings of the 32nd Conference of Open Innovations Association, 2022

2021

Estimation of Motion and Respiratory Characteristics during the Meditation Practice Based on Video Analysis.

Alexey M. Kashevnik, Walaa Othman, Igor Ryabchikov, Nikolay Shilov

Sensors, 2021

Machine Learning-Based Enterprise Modeling Assistance: Approach and Potentials.

Nikolay Shilov, Walaa Othman, Michael Fellmann, Kurt Sandkuhl

Proceedings of the Practice of Enterprise Modeling, 2021

Deep Reinforcement Learning for Path Planning by Cooperative Robots: Existing Approaches and Challenges.

Walaa Othman, Nikolay Shilov

Proceedings of the 28th Conference of Open Innovations Association, 2021