Alona Moskalenko

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Training Procedure

Histological Images

Top Venues

Publications

Viacheslav Moskalenko, Alona Moskalenko, Anton Kudryavtsev, Yuriy Moskalenko
Resilience-aware MLOps for Resource-constrained AI-system. CMIS (2024)
Viacheslav Moskalenko, Vyacheslav Kharchenko, Alona Moskalenko, Borys Kuzikov
Resilience and Resilient Systems of Artificial Intelligence: Taxonomy, Models and Methods. Algorithms 16 (3) (2023)
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) (2022)
Vassili Kovalev, Valery Malyshev, Artem Piddubnyi, Alona Moskalenko, Anatolii Romaniuk
Isolation of Tumor Areas of Histological Images for Assessment of Quantitative Parameters. IDDM (2020)
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)
Alona Moskalenko, Viacheslav Moskalenko, Artur Shaiekhov, Mykola Zaretskyi
Multi-layer model and training method for information-extreme malware traffic detector. CMIS (2020)
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 (2020)
Viacheslav Moskalenko, Alona Moskalenko, Artem Korobov, Viktor Semashko
The Model and Training Algorithm of Compact Drone Autonomous Visual Navigation System. Data 4 (1) (2019)
Viacheslav Moskalenko, Alona Moskalenko, Mykola Zaretskyi
Model and training method of moving object classification system for a compact drone. CSIT (1) (2019)
Viktor V. Avramenko, Alona Moskalenko
Operative Recognition of Standard Signals in the Presence of Interference with Unknown Characteristics. CMIS (2019)
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)