Eduard Manziuk

29 papers A 3C 1Journal 4Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A benchmark methodology for urban traffic pattern clustering using SUMO-based expert-verified ground truth. ExplAI Vitaliy Pavlyshyn, Eduard Manziuk, Adnène Arbi, Nebojsa Bacanin, Iurii Krak
2025	—	`conf`	EMTKD at the edge: An adaptive multi-teacher knowledge distillation for robust cardiac MRI classification. doors Oleksandr Chaban, Eduard Manziuk, Olena Markevych, Sergi Petrovskyi, Pavlo Radiuk
2025	—	`conf`	Intelligent information system for knowledge integration into artificial intelligence models. AdvAIT Oleksandr Chaban, Eduard Manziuk, Pavlo Radiuk, Elena Zaitseva, Olena Markevych
2025	J	`jnl`	Method of adaptive knowledge distillation from multi-teacher to student deep learning models. J. Edge Comput. Oleksandr Chaban, Eduard Manziuk, Pavlo Radiuk
2024	—	`conf`	An Approach to Optimizing CO2 Emissions in Traffic Control via Reinforcement Learning. IntelITSIS Olexander Ryzhanskyi, Eduard Manziuk, Olexander Barmak, Iurii Krak, Nebojsa Bacanin
2024	A	`conf`	Enhancing medical NLI with integrated domain knowledge and sentiment analysis. ICST Oleksandr Chaban, Eduard Manziuk
2024	—	`conf`	Explainable Artificial Intelligence: Transitioning DL Model Decisions to User-Understandable Features in Healthcare. ProfIT AI Pavlo Radiuk, Oleksander Barmak, Eduard Manziuk, Iurii Krak
2024	—	`conf`	Explainable Deep Learning for Interpretable Brain Tumor Diagnosis from MRI Images. ISDMCI (1) Eduard Manziuk, Olexander Barmak, Iurii Krak, Nataliia Petliak, Zhenzhen Jin, Pavlo Radiuk
2024	J	`jnl`	Integration of Contextual Descriptors in Ontology Alignment for Enrichment of Semantic Correspondence. CoRR Eduard Manziuk, Oleksander Barmak, Pavlo Radiuk, Vladislav A. Kuznetsov, Iurii Krak, Sergiy Yakovlev
2024	A	`conf`	Method for neural network detecting propaganda techniques by markers with visual analytic. ICST Iurii Krak, Olha Zalutska, Maryna Molchanova, Olexander Mazurets, Eduard Manziuk, Olexander Barmak
2024	—	`conf`	Modeling Environment Intelligent Transport System for Eco-Friendly Urban Mobility. IntelITSIS Vitaliy Pavlyshyn, Eduard Manziuk, Olexander Barmak, Iurii Krak, Robertas Damasevicius
2024	—	`conf`	Representation of Trustworthiness Components in AI Systems: A Formalized Approach Considering Interconnections and Overlap. ProfIT AI Eduard Manziuk, Oleksander Barmak, Pavlo Radiuk, Vladislav A. Kuznetsov, Iurii Krak
2024	J	`jnl`	Toward explainable deep learning in healthcare through transition matrix and user-friendly features. Frontiers Artif. Intell. Oleksander Barmak, Iurii Krak, Sergiy Yakovlev, Eduard Manziuk, Pavlo Radiuk, Vladislav A. Kuznetsov
2022	C	`conf`	Human-in-the-Loop Approach Based on MRI and ECG for Healthcare Diagnosis. IDDM Pavlo Radiuk, Oleksii Kovalchuk, Vitalii Slobodzian, Eduard Manziuk, Oleksander Barmak, Iurii Krak
2022	J	`jnl`	Using visual analytics to develop human and machine-centric models: A review of approaches and proposed information technology. Comput. Intell. Iurii Krak, Olexander Barmak, Eduard Manziuk
2021	—	`conf`	Formal Model of Trustworthy Artificial Intelligence Based on Standardization. IntelITSIS Eduard Manziuk, Olexander Barmak, Iurii Krak, Olexander Mazurets, Tetiana Skrypnyk
2021	—	`conf`	Method for Adaptive Semantic Testing of Educational Materials Level of Knowledge. ISDMCI Olexander Mazurets, Olexander Barmak, Iurii Krak, Eduard Manziuk, Ruslan Bahrii
2021	—	`conf`	On Classification Hidden Concepts Language in Specialized Texts Based on Methods of the Intellectual Data Processing. CMIS Iurii Krak, Valentina Petrovych, Vladislav A. Kuznetsov, Eduard Manziuk, Olexander Barmak, Anatoliy Kulias
2021	—	`conf`	On Development Classification Methods for Hidden Features Separation in Data. IntSol Valentina Petrovych, Vladislav A. Kuznetsov, Eduard Manziuk, Iurii Krak, Veda Kasianiuk, Olexander Barmak, Anatoliy Kulias
2021	—	`conf`	Structural Alignment Method of Conceptual Categories of Ontology and Formalized Domain. ProfIT AI Eduard Manziuk, Iurii Krak, Olexander Barmak, Olexander Mazurets, Vladislav A. Kuznetsov, Olexander Pylypiak
2020	—	`conf`	Classification Based Hierarchical Clustering Prediction Variability in the Ensembles of Models Using a Statistical Approach. CSIT (1) Olexander Barmak, Eduard Manziuk, Iurii Krak
2020	—	`conf`	Classification Technology Based on Hyperplanes for Visual Analytics with Implementations for Different Subject Areas. IntelITSIS Olexander Barmak, Iurii Krak, Eduard Manziuk, Volodymyr Lytvynenko, Oleg Kalyta
2020	A	`conf`	Diversity as The Basis for Effective Clustering-Based Classification. ICST Olexander Barmak, Iurii Krak, Eduard Manziuk
2020	—	`conf`	Model of the Facial Emotions Expressions Based on Grouping Classes of Feature Vectors. ISDMCI Olexander Barmak, Oleg Kalyta, Iurii Krak, Eduard Manziuk, Vladyslav A. Kuznetsov
2020	—	`conf`	Розпізнавання емоційних проявів за групуванням скупченостей характерних мімічних станів обличчя людини - Recognition of Emotional Expressions Using the Grouping Crowdings of Characteristic Mimic States. UkrPROG Olexander Barmak, Eduard Manziuk, Oleg Kalyta, Iurii Krak, Vladislav A. Kuznetsov, Anatoliy Kulias
2019	—	`conf`	Approach to Piecewise-Linear Classification in a Multi-dimensional Space of Features Based on Plane Visualization. ISDMCI Iurii Krak, Olexander Barmak, Eduard Manziuk, Hrygorii Kudin
2019	—	`conf`	Data Classification Based on the Features Reduction and Piecewise Linear Separation. ICO Iurii Krak, Olexander Barmak, Eduard Manziuk, Anatolii Kulias
2019	—	`conf`	Using piecewise hyper linear classification in multidimensional feature space for text content. CSIT (2) Olexander Barmak, Eduard Manziuk, Iurii Krak
2018	—	`conf`	Характеристика для вибору моделей у ансамблі класифікаторів Characteristics for choice of models in the ansables classification. UkrPROG Olexander Barmak, Yuri Krak, Eduard Manziuk