Natalia Axak

17 papers A 4Misc 4Unranked 9
YearRankTypeTitle / Venue / Authors
2025 A conf
Adaptive Learning Control via Proximal Policy Optimization.
ICST
Natalia Axak, Maksym Kushnaryov, Andrii Tatarnykov
2024 A conf
Agent-based method of improving the efficiency of the elearning.
ICST
Natalia Axak, Andrii Tatarnykov, Maksym Kushnaryov
2024 — conf
Microservice architecture of the learning personalization system based on the analysis of students' behavioral data.
ITIAS@IT&I
Natalia Axak, Maksym Kushnaryov, Andrii Tatarnykov
2024 — conf
Traffic sign recognition using the mask R-CNN.
MoMLeT
Mykola Korablyov, Natalia Axak, Ihor Ivanisenko, Maksym Kushnaryov, Igor Kobzev
2023 — conf
Features of System-Information Models of the Mechanical Process Based on the Platform (USIS + PLSI) of Digital Twins.
IT&I
Mykola Korablyov, Sergey Lutskyy, Natalia Axak, Ihor Ivanisenko, Igor Kobzev
2023 A conf
The Agent-Based Learning Platform.
ICST
Natalia Axak, Maksym Kushnaryov, Andrii Tatarnykov
2022 Misc conf
The Behavior Model of the Computer User.
CSIT
Natalia Axak, Andrii Tatarnykov
2021 — conf
Multi-agent Clinical Decision Support System using Case-Based Reasoning.
COLINS
Mykola Korablyov, Natalia Axak, Oleksandr Fomichov, Volodymyr Hnidenko
2021 Misc conf
The Development of a Multi-Agent System for Controlling an Autonomous Robot.
ICTERI
Natalia Axak, Mykola Korablyov, Matvey Ushakov
2020 Misc conf
Classification of Objects Based on a Tree-Shaped Artificial Immune Network Model.
CSIT
Mykola Korablyov, Oleksandr Fomichov, Natalia Axak
2020 — conf
Cloud Architecture for Remote Medical Monitoring.
CSIT (1)
Natalia Axak, Mykola Korablyov, Matvii Ushakov
2020 — conf
Development of System for Monitoring and Forecasting of Employee Health on the Enterprise.
COLINS
Natalia Axak, Nataliia Serdiuk, Matvii Ushakov, Mykola Korablyov
2020 A conf
Hybrid Neuro-Fuzzy Model with Immune Training for Recognition of Objects in an Image.
ICST
Mykola Korablyov, Natalia Axak, Oleksandr Fomichov, Andrii Chuprina
2019 — conf
Hybrid adaptive decision-making model based on fuzzy logic and artificial immune systems.
CSIT (1)
Mykola Korablyov, Natalia Axak, Olesia Barkovska, Dmytro Rosinskiy
2019 Misc conf
MapReduce Hadoop Models for Distributed Neural Network Processing of Big Data Using Cloud Services.
CSIT
Natalia Axak, Mykola Korablyov, Dmytro Rosinskiy
2019 — conf
Model of the Internet Traffic Filtering System to Ensure Safe Web Surfing.
ISDMCI
Vitaliy Serdechnyi, Olesia Barkovska, Dmytro Rosinskiy, Natalia Axak, Mykola Korablyov
2018 — conf
Hybrid Evolutionary Decision-Making Model Based on Neural Network and Immune Approaches.
CSIT (1)
Mykola Korablyov, Natalia Axak, Dmytro Soloviov