Viacheslav Moskalenko

12 papers A 1Journal 4Unranked 7
YearRankTypeTitle / Venue / Authors
2024 J jnl
Model and Method for Providing Resilience to Resource-Constrained AI-System.
Sensors
Viacheslav Moskalenko, Vyacheslav Kharchenko, Serhii Semenov
2024 — conf
Resilience-aware MLOps for Resource-constrained AI-system.
CMIS
Viacheslav Moskalenko, Alona Moskalenko, Anton Kudryavtsev, Yuriy Moskalenko
2024 A conf
Training method for artificial intelligence system for robust and resource-efficient data block identification.
ICST
Maksym Boiko, Viacheslav Moskalenko
2023 — conf
Meta-Learning with Evolutionary Strategy for Resilience Optimization of Image Recognition System.
IDAACS
Viacheslav Moskalenko, Artem Korobov, Anton Kudravcev, Maxym Boiko
2023 J jnl
Resilience and Resilient Systems of Artificial Intelligence: Taxonomy, Models and Methods.
Algorithms
Viacheslav Moskalenko, Vyacheslav Kharchenko, Alona Moskalenko, Borys Kuzikov
2022 J jnl
Model and Training Method of the Resilient Image Classifier Considering Faults, Concept Drift, and Adversarial Attacks.
Algorithms
Viacheslav Moskalenko, Vyacheslav Kharchenko, Alona Moskalenko, Sergey Petrov
2020 — conf
Deep Feature Extractor with Information-Extreme Decision Rules for Visual Classification of Sewer Pipe Defects and its Training Method.
DSMP
Viacheslav Moskalenko, Alona Moskalenko, Zaretskyi Nikolay, Viktor Lysyuk
2020 — conf
Multi-layer model and training method for information-extreme malware traffic detector.
CMIS
Alona Moskalenko, Viacheslav Moskalenko, Artur Shaiekhov, Mykola Zaretskyi
2020 — conf
Sewer Pipe Defects Classification Based on Deep Convolutional Network with Information-Extreme Error-Correction Decision Rules.
DSMP (Selected Papers)
Viacheslav Moskalenko, Mykola Zaretskyi, Alona Moskalenko, Viktor Lysyuk
2019 — conf
Model and training method of moving object classification system for a compact drone.
CSIT (1)
Viacheslav Moskalenko, Alona Moskalenko, Mykola Zaretskyi
2019 J jnl
The Model and Training Algorithm of Compact Drone Autonomous Visual Navigation System.
Data
Viacheslav Moskalenko, Alona Moskalenko, Artem Korobov, Viktor Semashko
2018 — conf
Model and Training Methods of Autonomous Navigation System for Compact Drones.
DSMP
Viacheslav Moskalenko, Alona Moskalenko, Artem Korobov, Olha Boiko, Serhii Martynenko, Oleksandr Borovenskyi