Dmytro Tymoshchuk

According to our database, Dmytro Tymoshchuk authored at least 19 papers between 2024 and 2025.

Collaborative distances:

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

2025

Using hypervisors to create a cyber polygon.

Dmytro Tymoshchuk, Vasyl Yatskiv

CoRR, January, 2025

Interactive cybersecurity training system based on simulation environments.

Dmytro Tymoshchuk, Vasyl Yatskiv, Vitaliy Tymoshchuk, Nataliya Yatskiv

CoRR, January, 2025

AutoML-Driven ECG Classification of Cardiac Pathologies with Explainable AI.

Dmytro Tymoshchuk, Andriy Sverstiuk, Vitaliy Tymoshchuk, Lyubomyr Mosiy, Oksana Bahrii-Zaiats

Proceedings of the 5th International Workshop of IT-professionals on Artificial Intelligence, 2025

AutoML TPOT with XAI analysis: optimization and interpretation of a machine learning model for the classification of epoxy composites.

Dmytro Tymoshchuk, Iryna Didych, Oleh Yasniy, Andrii Mykytyshyn, Viacheslav Kovtun

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

Detection of multi-vector attacks in IoT networks: a graph attention network-based approach.

Mykola Stetsiuk, Yurii Klots, Dmytro Tymoshchuk, Mikolaj P. Karpinski, Nataliia Petliak

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

An explainable artificial intelligence approach for detecting network attacks.

Dmytro Tymoshchuk, Andriy Sverstiuk, Yurii Klots, Nataliia Petliak, Vira Titova

Proceedings of the 1st Workshop on Advanced AI in Explainability and Ethics for the Sustainable Development Goals (ExplAI-2025), 2025

AutoML PyCaret and SHAP explainable AI for ECG signal classification based on amplitude variability.

Dmytro Tymoshchuk, Iryna Didych, Andriy Sverstiuk, Lyubomyr Mosiy, Yuri Palianytsia

Proceedings of the 1st Workshop on Advanced AI in Explainability and Ethics for the Sustainable Development Goals (ExplAI-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

Fuzzy logic system as a component of the web application security information system (short paper).

Mikolaj P. Karpinski, leksandr Revniuk, Dmytro Tymoshchuk, Ruslan Kozak, Aizhan Tokkuliyeva

Proceedings of the Cyber Security and Data Protection, 2025

Hybrid system for detecting abnormal trauic in IoT.

Nataliia Petliak, Yurii Klots, Mikolaj Karpinski, Vira Titova, Dmytro Tymoshchuk

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

Routing attacks detection in IoT networks using LSTM autoencoder.

Nataliia Petliak, Yurii Klots, Dmytro Tymoshchuk, Mikolaj Karpinski, Vira Titova

Proceedings of the 2nd International Workshop on Bioinformatics and Applied Information Technologies for medical purpose (BAITmp 2025), 2025

AI-driven intelligent system for bottle cap design generation.

Iryna Didych, Dmytro Tymoshchuk, Mikolaj Karpinski, Andrii Mykytyshyn, Andrii Stanko

Proceedings of the 2nd International Workshop on Bioinformatics and Applied Information Technologies for medical purpose (BAITmp 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

Machine learning-based information technology for analyzing energy peaks in power grid balancing.

Dmytro Tymoshchuk, Andrii Voloshchuk, Andriy Sverstiuk, Halyna Osukhivska, Oksana Bahrii-Zaiats

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

2024

Loading Frequency Classification in Shape Memory Alloys: A Machine Learning Approach.

Dmytro Tymoshchuk, Oleh Yasniy, Pavlo Maruschak, Volodymyr Iasnii, Iryna Didych

Comput., 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

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

Automated monitoring of bee colony movement in the hive during winter season.

Rostyslav Koroliuk, Vyacheslav Nykytyuk, Vitaliy Tymoshchuk, Veronika Soyka, Dmytro Tymoshchuk

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