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Eduard Manziuk

Observed names: E A Manziuk, E. A. Manziuk, E. MANZIUK, E. Manziuk, E.A. Manziuk, EDUARD MANZIUK, Eduard A. Manziuk, Eduard MANZIUK, Eduard O. Manziuk, Manziuk, Eduard, ЕДУАРД МАНЗЮК, Едуард МАНЗЮК, Манзюк, Е.А., Манзюк, Едуард, Манзюк, Едуард Андрійович
Observed institution: Khmelnytskyi National University
ORCID: 0000-0002-7310-2126
Observed ORCID: 0000-0002-7310-2126
OpenAlex ID: A5033446302
Using visual analytics to develop human and machine‐centric models: A review of approaches and proposed information technology
2020 · Iurii Krak, Olexander Barmak, et al. · Computational Intelligence · 46
Data Classification Based on the Features Reduction and Piecewise Linear Separation
2019 · Iurii Krak, Olexander Barmak, et al. · Advances in intelligent systems and computing · 29
Information Technology of Separating Hyperplanes Synthesis for Linear Classifiers
2019 · Alexander V. Barmak, Yuriy V. Krak, et al. · Journal of Automation and Information Sciences · 26
Explainable Deep Learning: A Visual Analytics Approach with Transition Matrices
2024 · Pavlo Radiuk, Olexander Barmak, et al. · Mathematics · 23
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Definition of Information Core for Documents Classification
2018 · Eduard A. Manziuk, Alexander V. Barmak, et al. · Journal of Automation and Information Sciences · 19
Approach to creating an ensemble on a hierarchy of clusters using model decisions correlation
2020 · Eduard MANZIUK · PRZEGLĄD ELEKTROTECHNICZNY · 16
Toward explainable deep learning in healthcare through transition matrix and user-friendly features
2024 · Oleksander Barmak, Iurii Krak, et al. · Frontiers in Artificial Intelligence · 15
Formal Model of Trustworthy Artificial Intelligence Based on Standardization
2021 · Eduard Manziuk, Olexander Barmak, et al. · International Workshop on Intelligent Information Technologies & Systems of Information Security (IntelITSIS) · 12
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Characteristics for choice of models in the ansables classification
2018 · O.V. Barmak, Yu.V. Krak, et al. · PROBLEMS IN PROGRAMMING · 11
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Approach to Piecewise-Linear Classification in a Multi-dimensional Space of Features Based on Plane Visualization
2019 · Iurii Krak, Olexander Barmak, et al. · Advances in intelligent systems and computing · 6
Method of adaptive knowledge distillation from multi-teacher to student deep learning models
2025 · Oleksandr Chaban, Eduard Manziuk, et al. · Journal of Edge Computing · 5
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Explainable Deep Learning for Interpretable Brain Tumor Diagnosis from MRI Images
2024 · Eduard Manziuk, Olexander Barmak, et al. · Lecture notes on data engineering and communications technologies · 4
Using piecewise hyper linear classification in multidimensional feature space for text content
2019 · Olexander Barmak, Eduard Manziuk, et al. · IEEE International Conference on Computer Sciences and Information Technologies (CSIT) · 4
An Adaptive Machine Learning Approach to Sustainable Traffic Planning: High-Fidelity Pattern Recognition in Smart Transportation Systems
2025 · Vitaliy Pavlyshyn, Eduard Manziuk, et al. · Future Transportation · 3
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Semantic alignment of ontologies meaningful categories with the generalization of descriptive structures
2022 · E.A. Manziuk, O.V. Barmak, et al. · PROBLEMS IN PROGRAMMING · 3
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Structural Alignment Method of Conceptual Categories of Ontology and Formalized Domain.
2021 · Eduard Manziuk, Iurii Krak, et al. · 3
Recognition of emotional expressions using the grouping crowdings of characteristic mimic states
2020 · O.V. Barmak, E.A. Manziuk, et al. · PROBLEMS IN PROGRAMMING · 3
Visual Analytics in Machine Training Systems for Effective Decision
2020 · Iu. Krak, K. Kruchynin, et al. · NATO science for peace and security series. A, Chemistry and biology · 3
Classification Based Hierarchical Clustering Prediction Variability in the Ensembles of Models Using a Statistical Approach
2020 · Olexander Barmak, Eduard Manziuk, et al. · IEEE International Conference on Computer Sciences and Information Technologies (CSIT) · 2
Determination of Recipes Constituent Elements Based on Image
2020 · E. MANZIUK, T. SKRYPNYK, et al. · Computer Systems and Information Technologies · 2
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Classification Technology Based on Hyperplanes for Visual Analytics with Implementations for Different Subject Areas.
2020 · Olexander Barmak, Iurii Krak, et al. · 2
Diversity as The Basis for Effective Clustering-Based Classification.
2020 · Olexander Barmak, Iurii Krak, et al. · International Conference on Software Testing, Verification, and Validation · 2
Метод Прогнозного Моделювання Захворювання Сухого Ока На Основі Аналізу Поведінкових Та Фізіологічних Факторів
2025 · ЄЛИЗАВЕТА МАНДЗЮК, ЕДУАРД МАНЗЮК, et al. · Herald of Khmelnytskyi National University Technical sciences · 1
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Multifactorial analysis of mobbing behavioral signs in educational environments posts by NLP means
2025 · E A Manziuk, O V Sobko, et al. · Journal of Physics Conference Series · 1
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Enhancing medical NLI with integrated domain knowledge and sentiment analysis
2024 · Oleksandr Chaban, Eduard Manziuk · International Conference on Information Control Systems & Technologies (ICST) · 1
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Works count: 73
Citation count: 252
H-index: 9
I10-index: 9
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