Model and Training Methods of Autonomous Navigation System for Compact Drones. - Viacheslav Moskalenko; Alona Moskalenko; Artem Korobov; Olha Boiko; Serhii Martynenko; Oleksandr Borovenskyi (DSMP, 2018)

Model and training method of moving object classification system for a compact drone. - Viacheslav Moskalenko; Alona Moskalenko; Mykola Zaretskyi (CSIT (1), 2019)

The Model and Training Algorithm of Compact Drone Autonomous Visual Navigation System. - Viacheslav Moskalenko; Alona Moskalenko; Artem Korobov; Viktor Semashko (Data, 2019)

Multi-layer model and training method for information-extreme malware traffic detector. - Alona Moskalenko; Viacheslav Moskalenko; Artur Shaiekhov; Mykola Zaretskyi (CMIS, 2020)

Deep Feature Extractor with Information-Extreme Decision Rules for Visual Classification of Sewer Pipe Defects and its Training Method. - Viacheslav Moskalenko; Alona Moskalenko; Zaretskyi Nikolay; Viktor Lysyuk (DSMP, 2020)

Sewer Pipe Defects Classification Based on Deep Convolutional Network with Information-Extreme Error-Correction Decision Rules. - Viacheslav Moskalenko; Mykola Zaretskyi; Alona Moskalenko; Viktor Lysyuk (DSMP (Selected Papers), 2020)

Model and Training Method of the Resilient Image Classifier Considering Faults, Concept Drift, and Adversarial Attacks. - Viacheslav Moskalenko; Vyacheslav Kharchenko; Alona Moskalenko; Sergey Petrov (Algorithms, 2022)

Meta-Learning with Evolutionary Strategy for Resilience Optimization of Image Recognition System. - Viacheslav Moskalenko; Artem Korobov; Anton Kudravcev; Maxym Boiko (IDAACS, 2023)

Resilience and Resilient Systems of Artificial Intelligence: Taxonomy, Models and Methods. - Viacheslav Moskalenko; Vyacheslav Kharchenko; Alona Moskalenko; Borys Kuzikov (Algorithms, 2023)

Resilience-aware MLOps for Resource-constrained AI-system. - Viacheslav Moskalenko; Alona Moskalenko; Anton Kudryavtsev; Yuriy Moskalenko (CMIS, 2024)

Training method for artificial intelligence system for robust and resource-efficient data block identification. - Maksym Boiko; Viacheslav Moskalenko (ICST, 2024)

Model and Method for Providing Resilience to Resource-Constrained AI-System. - Viacheslav Moskalenko; Vyacheslav Kharchenko; Serhii Semenov (Sensors, 2024)