Ruslan Yakovliev

According to our database, Ruslan Yakovliev authored at least 24 papers between 2021 and 2024.

Collaborative distances:

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

2024

Training neural network method modification for forward error propagation based on adaptive components.

Victoria Vysotska, Vasyl Lytvyn, Mariia Nazarkevych, Serhii Vladov, Ruslan Yakovliev, Alexey Yurko

Proceedings of the Modern Machine Learning Technologies Workshop (MoMLeT 2024), 2024

Neuro-Fuzzy Methods for Detecting Sensor Failures in Helicopters Turboshaft Engines.

Victoria Vysotska, Serhii Vladov, Ruslan Yakovliev, Alexey Yurko, Andrii Voronin

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume I: Machine Learning Workshop, 2024

Hybrid Neural Network Identifying Complex Dynamic Objects: Comprehensive Modeling and Training Method Modification.

Victoria Vysotska, Serhii Vladov, Ruslan Yakovliev, Alexey Yurko

Proceedings of The Seventh International Workshop on Computer Modeling and Intelligent Systems (CMIS-2024), 2024

Neural network method for identifying potential defects in complex dynamic objects.

Victoria Vysotska, Vasyl Lytvyn, Serhii Vladov, Ruslan Yakovliev, Yevhen Volkanin

Proceedings of the 2nd International Workshop on Computer Information Technologies in Industry 4.0 (CITI 2024), 2024

2023

Neural Network Method for Controlling the Helicopters Turboshaft Engines Free Turbine Speed at Flight Modes.

Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev, Yurii Stushchanskyi, Yurii Havryliuk

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop (MoMLeT&DS 2023), 2023

On-board Hybrid Neural Network Classifier of Helicopters Turboshaft Engines Operational Status.

Serhii Vladov, Ruslan Yakovliev, Oleksandr Hubachov, Juliia Rud

Proceedings of the 3rd International Workshop on Information Technologies: Theoretical and Applied Problems 2023, 2023

Neuro-Fuzzy System for Detection Fuel Consumption of Helicopters Turboshaft Engines.

Serhii Vladov, Ruslan Yakovliev, Oleksandr Hubachov, Juliia Rud

Proceedings of the 3rd International Workshop on Information Technologies: Theoretical and Applied Problems 2023, 2023

Neural Network Modeling of Helicopters Turboshaft Engines at Flight Modes Using an Approach Based on "Black Box" Models.

Serhii Vladov, Ruslan Yakovliev, Oleksandr Hubachov, Juliia Rud, Yurii Stushchanskyi

Proceedings of the Selected Papers of the X International Scientific Conference "Information Technology and Implementation" (IT&I-2023). Conference Proceedings, Kyiv, Ukraine, November 20, 2023

Helicopters Turboshaft Engines Parameters Identification Using Neural Network Technologies Based on the Kalman Filter.

Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev, Maryna Petchenko

Proceedings of the Information and Communication Technologies in Education, Research, and Industrial Applications, 2023

Modified Neuro-Fuzzy Failure Classifier of Helicopters Turboshaft Engines.

Serhii Vladov, Ruslan Yakovliev, Oleksandr Hubachov, Kateryna Mykolenko, Svitlana Drozdova, Juliia Rud

Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023

Neural Network Method for Parametric Adaptation Helicopters Turboshaft Engines On-Board Automatic Control System Parameters.

Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev, Maryna Petchenko

Proceedings of the 7th International Conference on Computational Linguistics and Intelligent Systems. Volume III: Intelligent Systems Workshop, 2023

Modified Neural Network Fault-Tolerant Closed Onboard Helicopters Turboshaft Engines Automatic Control System.

Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev, Maryna Petchenko

Proceedings of the 7th International Conference on Computational Linguistics and Intelligent Systems. Volume I: Machine Learning Workshop, 2023

Modified Neural Network Method for Stabilizing Multi-Rotor Unmanned Aerial Vehicles.

Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev, Alona Khebda, Oksana Brusakova

Proceedings of the 7th International Conference on Computational Linguistics and Intelligent Systems. Volume III: Intelligent Systems Workshop, 2023

Neural Network Method for Detecting and Diagnostics Helicopters Turboshaft Engines Surge at Flight Modes.

Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev, Maryna Petchenko

Proceedings of The Sixth International Workshop on Computer Modeling and Intelligent Systems (CMIS 2023), 2023

Helicopters Turboshaft Engines Intelligent Control Algorithms Synthesis, Taking into Account Required Quality Provision.

Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev, Tatyana Kozlovskaya, Maryna Petchenko

Proceedings of the 1st International Workshop on Computer Information Technologies in Industry 4.0 (CITI 2023), 2023

2022

Modified Helicopters Turboshaft Engines Neural Network On-board Automatic Control System Using the Adaptive Control Method.

Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev

Proceedings of the 2nd International Workshop on Information Technologies: Theoretical and Applied Problems (ITTAP 2022), 2022

Modified Neural Network Method for Trend Analysis of Helicopter Turboshaft Engine Parameters at Flight Modes.

Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev, Olha Ivanovska

Proceedings of the Selected Papers of the IX International Scientific Conference "Information Technology and Implementation" (IT&I-2022). Conference Proceedings Kyiv, Ukraine, November 30, 2022

Helicopters Turboshaft Engines Parameters Identification at Flight Modes Using Neural Networks.

Serhii Vladov, Marina Petchenko, Yurii Shmelov, Svitlana Drozdova, Ruslan Yakovliev

Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022

Optimization of Helicopters Aircraft Engine Working Process Using Neural Networks Technologies.

Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev

Proceedings of the 6th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2022). Volume I: Main Conference, 2022

Method for Forecasting of Helicopters Aircraft Engines Technical State in Flight Modes Using Neural Networks.

Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev

Proceedings of the 6th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2022). Volume I: Main Conference, 2022

Methodology for Control of Helicopters Aircraft Engines Technical State in Flight Modes Using Neural Networks.

Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev

Proceedings of The Fifth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2022), 2022

Helicopters Aircraft Engines Self-Organizing Neural Network Automatic Control System.

Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev

Proceedings of The Fifth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2022), 2022

2021

Parameter Debugging (Regulation) Method of Helicopters Aircraft Engines in Flight Modes Using Neural Networks.

Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev

Proceedings of the Selected Papers of the VIII International Scientific Conference "Information Technology and Implementation" (IT&I-2021), 2021

Control and Diagnostics of TV3-117 Aircraft Engine Technical State in Flight Modes Using the Matrix Method for Calculating Dynamic Recurrent Neural Networks.

Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev

Proceedings of The Fourth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2021), 2021