Alona Moskalenko

11 papers C 1Journal 3Unranked 7
YearRankTypeTitle / Venue / Authors
2024 — conf
Resilience-aware MLOps for Resource-constrained AI-system.
CMIS
Viacheslav Moskalenko, Alona Moskalenko, Anton Kudryavtsev, Yuriy Moskalenko
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 C conf
Isolation of Tumor Areas of Histological Images for Assessment of Quantitative Parameters.
IDDM
Vassili Kovalev, Valery Malyshev, Artem Piddubnyi, Alona Moskalenko, Anatolii Romaniuk
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 — conf
Operative Recognition of Standard Signals in the Presence of Interference with Unknown Characteristics.
CMIS
Viktor V. Avramenko, Alona Moskalenko
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