Nataliya Zagorodna

12 papers Journal 3Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
AutoML and explainable AI-based approach to enhance the efficiency and interpretability of IDS.
AdvAIT
Dmytro Tymoshchuk, Nataliya Zagorodna, Yurii Klots, Vasyl Yatskiv, Nataliia Petliak
2025 — conf
Comparative analysis of data representing models using e-commerce data.
ITTAP
Ivan Osiichuk, Nataliya Zagorodna, Dmytro Dmytriv, Inna Skarga-Bandurova, Oleksandr Zaiets
2025 — conf
CrypticWave: A zero-persistence ephemeral messaging system with client-side encryption (short paper).
CSDP
Maryna Derkach, Danylo Matiuk, Inna Skarga-Bandurova, Nataliya Zagorodna
2025 — conf
Intelligent data monitoring anomaly detection system based on statistical and machine learning approaches.
CSDP
Yurii Klots, Vira Titova, Nataliia Petliak, Dmytro Tymoshchuk, Nataliya Zagorodna
2025 J jnl
Modelling of automotive steel fatigue lifetime by machine learning method.
CoRR
Oleh Yasniy, Dmytro Tymoshchuk, Iryna Didych, Nataliya Zagorodna, Olha Malyshevska
2024 — conf
Detection and classification of DDoS flooding attacks by machine learning method.
BAIT
Dmytro Tymoshchuk, Oleh Yasniy, Mykola Mytnyk, Nataliya Zagorodna, Vitaliy Tymoshchuk
2024 J jnl
Detection and classification of DDoS flooding attacks by machine learning method.
CoRR
Dmytro Tymoshchuk, Oleh Yasniy, Mykola Mytnyk, Nataliya Zagorodna, Vitaliy Tymoshchuk
2024 — conf
Identification of Salient Brain Regions for Anxiety Disorders Using Nonlinear EEG Feature Analysis.
EFMI-STC
Tetiana Biloborodova, Inna Skarga-Bandurova, Maryna Derkach, Danylo Matiuk, Nataliya Zagorodna
2024 — conf
Modelling of automotive steel fatigue lifetime by machine learning method.
ITTAP
Oleh Yasniy, Dmytro Tymoshchuk, Iryna Didych, Nataliya Zagorodna, Olha Malyshevska
2023 J jnl
Prediction Machine Learning Models on Propensity Convicts to Criminal Recidivism.
Inf.
Olha Kovalchuk, Mikolaj P. Karpinski, Serhiy Banakh, Mykhailo Kasianchuk, Ruslan Shevchuk, Nataliya Zagorodna
2022 — conf
Augmented Reality Enhanced Learning Tools Development for Cybersecurity Major.
ITTAP
Nataliya Zagorodna, Yuriy Skorenkyy, Nataliia Kunanets, Ihor Baran, Maria Stadnyk
2021 — conf
Decision Making Support System for Individual Educational Trajectory Choice in LMS.
ITTAP
Yuriy Skorenkyy, Nataliya Zagorodna, Nataliia Kunanets, Ihor Baran