Dmytro Tymoshchuk

20 papers Journal 7Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	An explainable artificial intelligence approach for detecting network attacks. ExplAI Dmytro Tymoshchuk, Andriy Sverstiuk, Yurii Klots, Nataliia Petliak, Vira Titova
2025	—	`conf`	AutoML PyCaret and SHAP explainable AI for ECG signal classification based on amplitude variability. ExplAI Dmytro Tymoshchuk, Iryna Didych, Andriy Sverstiuk, Lyubomyr Mosiy, Yuri Palianytsia
2025	—	`conf`	AutoML TPOT with XAI analysis: optimization and interpretation of a machine learning model for the classification of epoxy composites. ITTAP Dmytro Tymoshchuk, Iryna Didych, Oleh Yasniy, Andrii Mykytyshyn, Viacheslav Kovtun
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`	AutoML-Driven ECG Classification of Cardiac Pathologies with Explainable AI. ProfIT AI Dmytro Tymoshchuk, Andriy Sverstiuk, Vitaliy Tymoshchuk, Lyubomyr Mosiy, Oksana Bahrii-Zaiats
2025	J	`jnl`	Automated monitoring of bee colony movement in the hive during winter season. CoRR Rostyslav Koroliuk, Vyacheslav Nykytyuk, Vitaliy Tymoshchuk, Veronika Soyka, Dmytro Tymoshchuk
2025	J	`jnl`	Comparison of feature extraction tools for network traffic data. CoRR Borys Lypa, Ivan Horyn, Natalia Zagorodna, Dmytro Tymoshchuk, Taras Lechachenko
2025	—	`conf`	Detection of multi-vector attacks in IoT networks: a graph attention network-based approach. ITTAP Mykola Stetsiuk, Yurii Klots, Dmytro Tymoshchuk, Mikolaj P. Karpinski, Nataliia Petliak
2025	—	`conf`	Fuzzy logic system as a component of the web application security information system (short paper). CSDP Mikolaj P. Karpinski, leksandr Revniuk, Dmytro Tymoshchuk, Ruslan Kozak, Aizhan Tokkuliyeva
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`	Interactive cybersecurity training system based on simulation environments. CoRR Dmytro Tymoshchuk, Vasyl Yatskiv, Vitaliy Tymoshchuk, Nataliya Yatskiv
2025	—	`conf`	Machine learning-based information technology for analyzing energy peaks in power grid balancing. AdvAIT Dmytro Tymoshchuk, Andrii Voloshchuk, Andriy Sverstiuk, Halyna Osukhivska, Oksana Bahrii-Zaiats
2025	J	`jnl`	Modelling of automotive steel fatigue lifetime by machine learning method. CoRR Oleh Yasniy, Dmytro Tymoshchuk, Iryna Didych, Nataliya Zagorodna, Olha Malyshevska
2025	J	`jnl`	Using hypervisors to create a cyber polygon. CoRR Dmytro Tymoshchuk, Vasyl Yatskiv
2024	—	`conf`	Automated monitoring of bee colony movement in the hive during winter season. BAIT Rostyslav Koroliuk, Vyacheslav Nykytyuk, Vitaliy Tymoshchuk, Veronika Soyka, Dmytro Tymoshchuk
2024	—	`conf`	Comparison of feature extraction tools for network traffic data. ITTAP Borys Lypa, Ivan Horyn, Natalia Zagorodna, Dmytro Tymoshchuk, Taras Lechachenko
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	J	`jnl`	Loading Frequency Classification in Shape Memory Alloys: A Machine Learning Approach. Comput. Dmytro Tymoshchuk, Oleh Yasniy, Pavlo Maruschak, Volodymyr Iasnii, Iryna Didych
2024	—	`conf`	Modelling of automotive steel fatigue lifetime by machine learning method. ITTAP Oleh Yasniy, Dmytro Tymoshchuk, Iryna Didych, Nataliya Zagorodna, Olha Malyshevska