DriverMVT: In-cabin dataset for driver monitoring including video and vehicle telemetry information W Othman, A Kashevnik, A Ali, N Shilov Data 7 (5), 62, 2022 | 17 | 2022 |
Neural network model combination for video-based blood pressure estimation: New approach and evaluation B Hamoud, A Kashevnik, W Othman, N Shilov Sensors 23 (4), 1753, 2023 | 11 | 2023 |
Estimation of motion and respiratory characteristics during the meditation practice based on video analysis A Kashevnik, W Othman, I Ryabchikov, N Shilov Sensors 21 (11), 3771, 2021 | 11 | 2021 |
Machine learning-based enterprise modeling assistance: approach and potentials N Shilov, W Othman, M Fellmann, K Sandkuhl IFIP Working Conference on The Practice of Enterprise Modeling, 19-33, 2021 | 10 | 2021 |
Deep reinforcement learning for path planning by cooperative robots: Existing approaches and challenges W Othman, N Shilov 2021 28th Conference of Open Innovations Association (FRUCT), 349-357, 2021 | 10 | 2021 |
Machine learning for enterprise modeling assistance: an investigation of the potential and proof of concept N Shilov, W Othman, M Fellmann, K Sandkuhl Software and Systems Modeling 22 (2), 619-646, 2023 | 9 | 2023 |
Contactless camera-based approach for driver respiratory rate estimation in vehicle cabin W Othman, A Kashevnik, I Ryabchikov, N Shilov Proceedings of SAI Intelligent Systems Conference, 429-442, 2022 | 7 | 2022 |
Contactless oxygen saturation detection based on face analysis: an approach and case study B Hamoud, W Othman, N Shilov, A Kashevnik 2023 33rd Conference of Open Innovations Association (FRUCT), 54-62, 2023 | 6 | 2023 |
Video-based real-time heart rate detection for drivers inside the cabin using a smartphone W Othman, A Kashevnik 2022 IEEE International Conference on Internet of Things and Intelligence …, 2022 | 6 | 2022 |
DriverSVT: Smartphone-measured vehicle telemetry data for driver state identification W Othman, A Kashevnik, B Hamoud, N Shilov Data 7 (12), 181, 2022 | 4 | 2022 |
Remote Heart Rate Estimation Based on Transformer with Multi-Skip Connection Decoder: Method and Evaluation in the Wild W Othman, A Kashevnik, A Ali, N Shilov, D Ryumin Sensors 24 (3), 775, 2024 | 3 | 2024 |
A machine learning-based correlation analysis between driver behaviour and vital signs: approach and case study W Othman, B Hamoud, A Kashevnik, N Shilov, A Ali Sensors 23 (17), 7387, 2023 | 2 | 2023 |
Research of visual simultaneous localization and mapping-based navigation system for mobile robots W Othman Journal Scientific and Technical Of Information Technologies, Mechanics and …, 2020 | 2 | 2020 |
Enterprise modelling assistance: edge prediction improvement using textual information W Othman, N Shilov 2022 32nd Conference of Open Innovations Association (FRUCT), 196-203, 2022 | 1 | 2022 |
AI-Enabled Decision Support System for Enterprise Modeling: Methodology, Technology Stack, and Architecture N Shilov, W Othman Proceedings of the Computational Methods in Systems and Software, 135-146, 2023 | | 2023 |
Application of Machine Learning Techniques to Enterprise Model Classification: An Approach and First Experimental Results N Shilov, W Othman Proceedings of the Computational Methods in Systems and Software, 186-196, 2022 | | 2022 |
DriverSVT: Smartphone-Measured Vehicle Telemetry Data for Driver State Identification. Data 2022, 7, 181 W Othman, A Kashevnik, B Hamoud, N Shilov s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2022 | | 2022 |
Operator Fatigue Detection via Analysis of Physiological Indicators Estimated Using Computer Vision N Shilov, W Othman, B Hamoud | | |