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ORCIDAlona Moskalenko
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2020 – today
- 2024
[c8]Viacheslav Moskalenko, Alona Moskalenko, Anton Kudryavtsev, Yuriy Moskalenko:
Resilience-aware MLOps for Resource-constrained AI-system. CMIS 2024: 462-473- 2023
- [j3]Viacheslav Moskalenko
, Vyacheslav Kharchenko, Alona Moskalenko, Borys Kuzikov:
Resilience and Resilient Systems of Artificial Intelligence: Taxonomy, Models and Methods. Algorithms 16(3): 165 (2023) - 2022
- [j2]Viacheslav Moskalenko, Vyacheslav Kharchenko, Alona Moskalenko, Sergey Petrov:
Model and Training Method of the Resilient Image Classifier Considering Faults, Concept Drift, and Adversarial Attacks. Algorithms 15(10): 384 (2022) - 2020
- [c7]Alona Moskalenko, Viacheslav Moskalenko, Artur Shaiekhov, Mykola Zaretskyi:
Multi-layer model and training method for information-extreme malware traffic detector. CMIS 2020: 288-299 - [c6]Viacheslav Moskalenko, Alona Moskalenko, Zaretskyi Nikolay, Viktor Lysyuk:
Deep Feature Extractor with Information-Extreme Decision Rules for Visual Classification of Sewer Pipe Defects and its Training Method. DSMP 2020: 191-194 - [c5]Viacheslav Moskalenko, Mykola Zaretskyi, Alona Moskalenko, Viktor Lysyuk:
Sewer Pipe Defects Classification Based on Deep Convolutional Network with Information-Extreme Error-Correction Decision Rules. DSMP (Selected Papers) 2020: 253-263 - [c4]Vassili Kovalev, Valery Malyshev, Artem Piddubnyi, Alona Moskalenko, Anatolii Romaniuk:
Isolation of Tumor Areas of Histological Images for Assessment of Quantitative Parameters. IDDM 2020: 22-28
2010 – 2019
- 2019
- [j1]Viacheslav Moskalenko, Alona Moskalenko, Artem Korobov, Viktor Semashko:
The Model and Training Algorithm of Compact Drone Autonomous Visual Navigation System. Data 4(1): 4 (2019) - [c3]Viktor V. Avramenko, Alona Moskalenko:
Operative Recognition of Standard Signals in the Presence of Interference with Unknown Characteristics. CMIS 2019: 56-70 - [c2]Viacheslav Moskalenko, Alona Moskalenko, Mykola Zaretskyi:
Model and training method of moving object classification system for a compact drone. CSIT (1) 2019: 56-61 - 2018
- [c1]Viacheslav Moskalenko, Alona Moskalenko, Artem Korobov, Olha Boiko, Serhii Martynenko, Oleksandr Borovenskyi:
Model and Training Methods of Autonomous Navigation System for Compact Drones. DSMP 2018: 503-508
Coauthor Index
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