An Approach to Testing the Hardware Modules of Locomotive Driver Console Simulator. - Andrey V. Chernov; Dmitry N. Chupiy; Alexander A. Alexandrov; Artem M. Miroshnikov (EWDTS, 2018)

Data Warehouse Design for Security Applications Using Distributed Ontology-Based Knowledge Representation. - Maria A. Butakova; Andrey V. Chernov; Ilias K. Savvas; Georgia Garani (IDC, 2019)

A Data Warehouse Approach for Business Intelligence. - Georgia Garani; Andrey V. Chernov; Ilias K. Savvas; Maria Butakova (WETICE, 2019)

Development of Intelligent Obstacle Detection System on Railway Tracks for Yard Locomotives Using CNN. - Andrey V. Chernov; Maria Butakova; Alexander Guda; Petr Shevchuk (EDCC Workshops, 2020)

Safe Reinforcement Learning in Simulated Environment of Self-Driving Laboratory. - Andrey V. Chernov; Ilias K. Savvas; Maria A. Butakova; Oleg O. Kartashov (ESSE, 2021)

Improving Multiclass Classification of Cybersecurity Breaches in Railway Infrastructure using Imbalanced Learning. - Aleksandr N. Nebaba; Ilias K. Savvas; Maria A. Butakova; Andrey V. Chernov; Petr S. Shevchuk (ESSE, 2021)

On the Effective Representation of Quantum Data for Classical Machine Learning Problems. - Ilias K. Savvas; Andrey V. Chernov; Oleg O. Kartashov; Grigory Beliavsky; Maria Butakova (PCI, 2022)

Integrated Video and Acoustic Emission Data Fusion for Intelligent Decision Making in Material Surface Inspection System. - Andrey V. Chernov; Ilias K. Savvas; Alexander A. Alexandrov; Oleg O. Kartashov; Dmitry S. Polyanichenko; Maria A. Butakova; Alexander V. Soldatov (Sensors, 2022)

Machine Learning and 3D Reconstruction of Materials Surface for Nondestructive Inspection. - Oleg O. Kartashov; Andrey V. Chernov; Alexander A. Alexandrov; Dmitry S. Polyanichenko; Vladislav S. Ierusalimov; Semyon A. Petrov; Maria A. Butakova (Sensors, 2022)