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ORCIDWalaa Othman
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2020 – today
- 2024
[j7]Walaa Othman
, Alexey M. Kashevnik, Ammar Ali, Nikolay Shilov, Dmitry Ryumin:
Remote Heart Rate Estimation Based on Transformer with Multi-Skip Connection Decoder: Method and Evaluation in the Wild. Sensors 24(3): 775 (2024)- [c7]Nikolay Shilov, Walaa Othman, Batol Hamoud:
Operator Fatigue Detection via Analysis of Physiological Indicators Estimated Using Computer Vision. ICEIS (2) 2024: 422-432 - 2023
- [j6]Batol Hamoud, Alexey M. Kashevnik, Walaa Othman, Nikolay Shilov:
Neural Network Model Combination for Video-Based Blood Pressure Estimation: New Approach and Evaluation. Sensors 23(4): 1753 (2023) - [j5]Walaa Othman, Batol Hamoud, Alexey M. Kashevnik, Nikolay Shilov, Ammar Ali:
A Machine Learning-Based Correlation Analysis between Driver Behaviour and Vital Signs: Approach and Case Study. Sensors 23(17): 7387 (2023) - [j4]Nikolay Shilov, Walaa Othman, Michael Fellmann, Kurt Sandkuhl:
Machine learning for enterprise modeling assistance: an investigation of the potential and proof of concept. Softw. Syst. Model. 22(2): 619-646 (2023) - [c6]Batol Hamoud, Walaa Othman, Nikolay Shilov, Alexey M. Kashevnik:
Contactless Oxygen Saturation Detection Based on Face Analysis: An Approach and Case Study. FRUCT 2023: 54-62 - 2022
- [j3]Walaa Othman, Alexey M. Kashevnik, Ammar Ali, Nikolay Shilov:
DriverMVT: In-Cabin Dataset for Driver Monitoring including Video and Vehicle Telemetry Information. Data 7(5): 62 (2022) - [j2]Walaa Othman, Alexey M. Kashevnik, Batol Hamoud, Nikolay Shilov:
DriverSVT: Smartphone-Measured Vehicle Telemetry Data for Driver State Identification. Data 7(12): 181 (2022) - [c5]Walaa Othman, Nikolay Shilov:
Enterprise Modelling Assistance: Edge Prediction Improvement Using Textual Information. FRUCT 2022: 196-203 - [c4]Walaa Othman, Alexey M. Kashevnik, Igor Ryabchikov, Nikolay Shilov:
Contactless Camera-Based Approach for Driver Respiratory Rate Estimation in Vehicle Cabin. IntelliSys (2) 2022: 429-442 - [c3]Walaa Othman, Alexey M. Kashevnik:
Video-Based Real-Time Heart Rate Detection for Drivers Inside the Cabin Using a Smartphone. IoTaIS 2022: 142-146 - 2021
- [j1]Alexey M. Kashevnik, Walaa Othman, Igor Ryabchikov, Nikolay Shilov:
Estimation of Motion and Respiratory Characteristics during the Meditation Practice Based on Video Analysis. Sensors 21(11): 3771 (2021) - [c2]Walaa Othman, Nikolay Shilov:
Deep Reinforcement Learning for Path Planning by Cooperative Robots: Existing Approaches and Challenges. FRUCT 2021: 349-357 - [c1]Nikolay Shilov, Walaa Othman, Michael Fellmann, Kurt Sandkuhl:
Machine Learning-Based Enterprise Modeling Assistance: Approach and Potentials. PoEM 2021: 19-33
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