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)

Operative Recognition of Standard Signals in the Presence of Interference with Unknown Characteristics. - Viktor V. Avramenko; Alona Moskalenko (CMIS, 2019)

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)

Isolation of Tumor Areas of Histological Images for Assessment of Quantitative Parameters. - Vassili Kovalev; Valery Malyshev; Artem Piddubnyi; Alona Moskalenko; Anatolii Romaniuk (IDDM, 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)

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)