Alona Moskalenko

According to our database, Alona Moskalenko authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Resilience-aware MLOps for Resource-constrained AI-system.

Viacheslav Moskalenko, Alona Moskalenko, Anton Kudryavtsev, Yuriy Moskalenko

Proceedings of The Seventh International Workshop on Computer Modeling and Intelligent Systems (CMIS-2024), 2024

2023

Resilience and Resilient Systems of Artificial Intelligence: Taxonomy, Models and Methods.

Viacheslav Moskalenko, Vyacheslav Kharchenko, Alona Moskalenko, Borys Kuzikov

Algorithms, March, 2023

2022

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

2020

Isolation of Tumor Areas of Histological Images for Assessment of Quantitative Parameters.

Vassili Kovalev, Valery Malyshev, Artem Piddubnyi, Alona Moskalenko, Anatolii Romaniuk

Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 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

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

Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

Multi-layer model and training method for information-extreme malware traffic detector.

Alona Moskalenko, Viacheslav Moskalenko, Artur Shaiekhov, Mykola Zaretskyi

Proceedings of The Third International Workshop on Computer Modeling and Intelligent Systems (CMIS-2020), 2020

2019

The Model and Training Algorithm of Compact Drone Autonomous Visual Navigation System.

Viacheslav Moskalenko, Alona Moskalenko, Artem Korobov, Viktor Semashko

Data, 2019

Model and training method of moving object classification system for a compact drone.

Viacheslav Moskalenko, Alona Moskalenko, Mykola Zaretskyi

Proceedings of the IEEE 14th International Conference on Computer Sciences and Information Technologies, 2019

Operative Recognition of Standard Signals in the Presence of Interference with Unknown Characteristics.

Viktor V. Avramenko, Alona Moskalenko

Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

2018

Model and Training Methods of Autonomous Navigation System for Compact Drones.

Viacheslav Moskalenko, Alona Moskalenko, Artem Korobov, Olha Boiko, Serhii Martynenko, Oleksandr Borovenskyi

Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018