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Alona Moskalenko
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 10
Top Topics
Training Procedure
Feature Extractor
Histological Images
Linear Svm
Top Venues
DSMP
CMIS
Algorithms
Data
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Publications
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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)