Deep Reinforcement Learning for Path Planning by Cooperative Robots: Existing Approaches and Challenges. - Walaa Othman; Nikolay Shilov 001 (FRUCT, 2021)

Machine Learning-Based Enterprise Modeling Assistance: Approach and Potentials. - Nikolay Shilov 001; Walaa Othman; Michael Fellmann; Kurt Sandkuhl (PoEM, 2021)

Estimation of Motion and Respiratory Characteristics during the Meditation Practice Based on Video Analysis. - Alexey M. Kashevnik; Walaa Othman; Igor Ryabchikov; Nikolay Shilov 001 (Sensors, 2021)

Enterprise Modelling Assistance: Edge Prediction Improvement Using Textual Information. - Walaa Othman; Nikolay Shilov 001 (FRUCT, 2022)

Contactless Camera-Based Approach for Driver Respiratory Rate Estimation in Vehicle Cabin. - Walaa Othman; Alexey M. Kashevnik; Igor Ryabchikov; Nikolay Shilov 001 (IntelliSys (2), 2022)

Video-Based Real-Time Heart Rate Detection for Drivers Inside the Cabin Using a Smartphone. - Walaa Othman; Alexey M. Kashevnik (IoTaIS, 2022)

DriverMVT: In-Cabin Dataset for Driver Monitoring including Video and Vehicle Telemetry Information. - Walaa Othman; Alexey M. Kashevnik; Ammar Ali; Nikolay Shilov 001 (Data, 2022)

DriverSVT: Smartphone-Measured Vehicle Telemetry Data for Driver State Identification. - Walaa Othman; Alexey M. Kashevnik; Batol Hamoud; Nikolay Shilov 001 (Data, 2022)

Contactless Oxygen Saturation Detection Based on Face Analysis: An Approach and Case Study. - Batol Hamoud; Walaa Othman; Nikolay Shilov 001; Alexey M. Kashevnik (FRUCT, 2023)

Neural Network Model Combination for Video-Based Blood Pressure Estimation: New Approach and Evaluation. - Batol Hamoud; Alexey M. Kashevnik; Walaa Othman; Nikolay Shilov 001 (Sensors, 2023)

Machine learning for enterprise modeling assistance: an investigation of the potential and proof of concept. - Nikolay Shilov 001; Walaa Othman; Michael Fellmann; Kurt Sandkuhl (Softw. Syst. Model., 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 001; Ammar Ali (Sensors, 2023)

Operator Fatigue Detection via Analysis of Physiological Indicators Estimated Using Computer Vision. - Nikolay Shilov 001; Walaa Othman; Batol Hamoud (ICEIS (2), 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 001; Dmitry Ryumin (Sensors, 2024)