| Using visual analytics to develop human and machine‐centric models: A review of approaches and proposed information technology I Krak, O Barmak, E Manziuk Computational Intelligence, 2020 | 45 | 2020 |
| Information technology of separating hyperplanes synthesis for linear classifiers AV Barmak, YV Krak, EA Manziuk, VS Kasianiuk Journal of Automation and Information Sciences 51 (5), 2019 | 40 | 2019 |
| Data classification based on the features reduction and piecewise linear separation I Krak, O Barmak, E Manziuk, A Kulias International Conference on Intelligent Computing & Optimization, 282-289, 2019 | 33 | 2019 |
| Definition of information core for documents classification EA Manziuk, AV Barmak, YV Krak, VS Kasianiuk Journal of Automation and Information Sciences 50 (4), 2018 | 28 | 2018 |
| Formal Model of Trustworthy Artificial Intelligence Based on Standardization. E Manziuk, O Barmak, I Krak, O Mazurets, T Skrypnyk IntelITSIS, 190-197, 2021 | 27 | 2021 |
| Approach to creating an ensemble on a hierarchy of clusters using model decisions correlation EA Manziuk, W Wójcik, OV Barmak, IV Krak, AI Kulias, VA Drabovska, ... Przegląd elektrotechniczny 96 (9), 108-113, 2020 | 23 | 2020 |
| Characteristics for choice of models in the ansables classification OV Barmak, YV Krak, EA Manziuk Problems in Programming, 171-179, 2018 | 18 | 2018 |
| Human-in-the-loop approach based on MRI and ECG for healthcare diagnosis P Radiuk, O Kovalchuk, V Slobodzian, E Manziuk, O Barmak, I Krak CEUR-WS, 2022 | 14 | 2022 |
| Explainable deep learning: A visual analytics approach with transition matrices P Radiuk, O Barmak, E Manziuk, I Krak Mathematics 12 (7), 1024, 2024 | 13 | 2024 |
| Diversity as the basis for effective clustering-based classification O Barmak, E Manziuk, I Krak CEUR Workshop Proceedings, 53-67, 2020 | 12 | 2020 |
| Structural Alignment Method of Conceptual Categories of Ontology and Formalized Domain. E Manziuk, I Krak, O Barmak, O Mazurets, VA Kuznetsov, O Pylypiak ProfIT AI, 11-22, 2021 | 11 | 2021 |
| Approach to piecewise-linear classification in a multi-dimensional space of features based on plane visualization I Krak, O Barmak, E Manziuk, H Kudin Lecture Notes in Computational Intelligence and Decision Making: Proceedings …, 2020 | 11 | 2020 |
| Method for neural network detecting propaganda techniques by markers with visual analytic I Krak, O Zalutska, M Molchanova, O Mazurets, E Manziuk, O Barmak CEUR Workshop Proceedings 3790, 158-170, 2024 | 8 | 2024 |
| Method for Political Propaganda Detection in Internet Content Using Recurrent Neural Network Models Ensemble I Krak, V Didur, M Molchanova, O Mazurets, O Zalutska, E Manziuk, ... CEUR Workshop Proceedings 3806, 312-324, 2024 | 6 | 2024 |
| Model of the facial emotions expressions based on grouping classes of feature vectors O Barmak, O Kalyta, I Krak, E Manziuk, V Kuznetsov International Scientific Conference “Intellectual Systems of Decision Making …, 2020 | 6 | 2020 |
| Using piecewise hyper linear classification in multidimensional feature space for text content O Barmak, E Manziuk, I Krak 2019 IEEE 14th International Conference on Computer Sciences and Information …, 2019 | 6 | 2019 |
| Method of features analysis on transition data E Manziuk, O Barmak, I Krak, O Mazurets, O Pylypiak 2021 IEEE 3rd International Conference on Advanced Trends in Information …, 2021 | 5 | 2021 |
| Visual analytics to build a machine learning model IV Krak, OV Barmak, E Manziuk Research Advancements in Smart Technology, Optimization, and Renewable …, 2021 | 5 | 2021 |
| Classification Based Hierarchical Clustering Prediction Variability in the Ensembles of Models Using a Statistical Approach O Barmak, E Manziuk, I Krak 2020 IEEE 15th International Conference on Computer Sciences and Information …, 2020 | 4 | 2020 |
| Certificate of excellence in reviewing E Manziuk | 3 | 2024 |
Олександр Бармак / Olexander BarmakKhmelnytskyi National University; Хмельницький національний універсистетPotvrđena adresa e-pošte na khmnu.edu.ua
