Natalia Zagorodna

According to our database, Natalia Zagorodna authored at least 16 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Comparative analysis of data representing models using e-commerce data.

Ivan Osiichuk, Nataliya Zagorodna, Dmytro Dmytriv, Inna Skarga-Bandurova, Oleksandr Zaiets

Proceedings of the 5th International Conference on Information Technologies: Theoretical and Applied Problems 2025, 2025

Intelligent data monitoring anomaly detection system based on statistical and machine learning approaches.

Yurii Klots, Vira Titova, Nataliia Petliak, Dmytro Tymoshchuk, Nataliya Zagorodna

Proceedings of the Cyber Security and Data Protection, 2025

CrypticWave: A zero-persistence ephemeral messaging system with client-side encryption (short paper).

Maryna Derkach, Danylo Matiuk, Inna Skarga-Bandurova, Nataliya Zagorodna

Proceedings of the Cyber Security and Data Protection, 2025

Comparative analysis of ensemble methods for outlier detection in real estate.

Viktor Khomyshyn, Oleh Pastukh, Vasyl Yatsyshyn, Nataliya Zagorodna, Ihor Baran

Proceedings of the 3rd International Workshop on Computer Information Technologies in Industry 4.0 (CITI 2025), 2025

AutoML and explainable AI-based approach to enhance the efficiency and interpretability of IDS.

Dmytro Tymoshchuk, Nataliya Zagorodna, Yurii Klots, Vasyl Yatskiv, Nataliia Petliak

Proceedings of the The 2nd International Workshop on Advanced Applied Information Technologies: AI & DSS, 2025

2024

Modelling of automotive steel fatigue lifetime by machine learning method.

Oleh Yasniy, Dmytro Tymoshchuk, Iryna Didych, Nataliya Zagorodna, Olha Malyshevska

Proceedings of the 4th International Workshop on Information Technologies: Theoretical and Applied Problems 2024, 2024

Comparison of feature extraction tools for network traffic data.

Borys Lypa, Ivan Horyn, Natalia Zagorodna, Dmytro Tymoshchuk, Taras Lechachenko

Proceedings of the 4th International Workshop on Information Technologies: Theoretical and Applied Problems 2024, 2024

Identification of Salient Brain Regions for Anxiety Disorders Using Nonlinear EEG Feature Analysis.

Tetiana Biloborodova, Inna Skarga-Bandurova, Maryna Derkach, Danylo Matiuk, Nataliya Zagorodna

Proceedings of the Collaboration across Disciplines for the Health of People, Animals and Ecosystems, 2024

Detection and classification of DDoS flooding attacks by machine learning method.

Dmytro Tymoshchuk, Oleh Yasniy, Mykola Mytnyk, Nataliya Zagorodna, Vitaliy Tymoshchuk

Proceedings of the 1st International Workshop on Bioinformatics and Applied Information Technologies (BAIT 2024), 2024

2023

Prediction Machine Learning Models on Propensity Convicts to Criminal Recidivism.

Olha Kovalchuk, Mikolaj P. Karpinski, Serhiy Banakh, Mykhailo Kasianchuk, Ruslan Shevchuk, Nataliya Zagorodna

Inf., 2023

2022

Steady state visual evoked potential classification by modified KNN method.

Maria Stadnyk, Mykhailo Fryz, Natalia Zagorodna, Valerii Muzh, Roman V. Kochan, Joanna Nikodem, Lukasz Hamera

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Augmented Reality Enhanced Learning Tools Development for Cybersecurity Major.

Nataliya Zagorodna, Yuriy Skorenkyy, Nataliia Kunanets, Ihor Baran, Maria Stadnyk

Proceedings of the 2nd International Workshop on Information Technologies: Theoretical and Applied Problems (ITTAP 2022), 2022

Autonomous Quadrotor Flight Stabilisation Based on a Complementary Filter and a PID Controller.

Maryna Derkach, Inna Skarga-Bandurova, Danylo Matiuk, Natalia Zagorodna

Proceedings of the 12th International Conference on Dependable Systems, 2022

2021

Decision Making Support System for Individual Educational Trajectory Choice in LMS.

Yuriy Skorenkyy, Nataliya Zagorodna, Nataliia Kunanets, Ihor Baran

Proceedings of the 1st International Workshop on Information Technologies: Theoretical and Applied Problems 2021, 2021

2019

EEG Data Fusion for Improving Accuracy of Binary Classification.

Inna Skarga-Bandurova, Tetiana Biloborodova, Illia Skarha-Bandurov, Natalia Zagorodna, Larisa Shumova

Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019

2015

Trade-off optimal decision of the problem of software system architecture choice.

Alexander Kharchenko, Iryna Halay, Natalia Zagorodna, Ihor Bodnarchuk

Proceedings of the Xth International Scientific and Technical Conference "Computer Sciences and Information Technologies", 2015