Eduard Manziuk

According to our database, Eduard Manziuk authored at least 22 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Explainable Artificial Intelligence: Transitioning DL Model Decisions to User-Understandable Features in Healthcare.

Pavlo Radiuk, Oleksander Barmak, Eduard Manziuk, Iurii Krak

Proceedings of the 4th International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2024) 2024, 2024

Representation of Trustworthiness Components in AI Systems: A Formalized Approach Considering Interconnections and Overlap.

Eduard Manziuk, Oleksander Barmak, Pavlo Radiuk, Vladislav A. Kuznetsov, Iurii Krak

Proceedings of the 4th International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2024) 2024, 2024

An Approach to Optimizing CO2 Emissions in Traffic Control via Reinforcement Learning.

Olexander Ryzhanskyi, Eduard Manziuk, Olexander Barmak, Iurii Krak, Nebojsa Bacanin

Proceedings of the 5th International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, 2024

Modeling Environment Intelligent Transport System for Eco-Friendly Urban Mobility.

Vitaliy Pavlyshyn, Eduard Manziuk, Olexander Barmak, Iurii Krak, Robertas Damasevicius

Proceedings of the 5th International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, 2024

Method for neural network detecting propaganda techniques by markers with visual analytic.

Iurii Krak, Olha Zalutska, Maryna Molchanova, Olexander Mazurets, Eduard Manziuk, Olexander Barmak

Proceedings of the 12th International Conference Information Control Systems & Technologies (ICST 2024), 2024

Enhancing medical NLI with integrated domain knowledge and sentiment analysis.

Oleksandr Chaban, Eduard Manziuk

Proceedings of the 12th International Conference Information Control Systems & Technologies (ICST 2024), 2024

2022

Using visual analytics to develop human and machine-centric models: A review of approaches and proposed information technology.

Iurii Krak, Olexander Barmak, Eduard Manziuk

Comput. Intell., 2022

Human-in-the-Loop Approach Based on MRI and ECG for Healthcare Diagnosis.

Pavlo Radiuk, Oleksii Kovalchuk, Vitalii Slobodzian, Eduard Manziuk, Oleksander Barmak, Iurii Krak

Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18, 2022

2021

Structural Alignment Method of Conceptual Categories of Ontology and Formalized Domain.

Eduard Manziuk, Iurii Krak, Olexander Barmak, Olexander Mazurets, Vladislav A. Kuznetsov, Olexander Pylypiak

Proceedings of the International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2021) 2021, 2021

Method for Adaptive Semantic Testing of Educational Materials Level of Knowledge.

Olexander Mazurets, Olexander Barmak, Iurii Krak, Eduard Manziuk, Ruslan Bahrii

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021

On Development Classification Methods for Hidden Features Separation in Data.

Valentina Petrovych, Vladislav A. Kuznetsov, Eduard Manziuk, Iurii Krak, Veda Kasianiuk, Olexander Barmak, Anatoliy Kulias

Proceedings of the II International Scientific Symposium "Intelligent Solutions" (IntSol-2021), 2021

Formal Model of Trustworthy Artificial Intelligence Based on Standardization.

Eduard Manziuk, Olexander Barmak, Iurii Krak, Olexander Mazurets, Tetiana Skrypnyk

Proceedings of the 2nd International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, 2021

On Classification Hidden Concepts Language in Specialized Texts Based on Methods of the Intellectual Data Processing.

Iurii Krak, Valentina Petrovych, Vladislav A. Kuznetsov, Eduard Manziuk, Olexander Barmak, Anatoliy Kulias

Proceedings of The Fourth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2021), 2021

2020

Розпізнавання емоційних проявів за групуванням скупченостей характерних мімічних станів обличчя людини - Recognition of Emotional Expressions Using the Grouping Crowdings of Characteristic Mimic States.

Olexander Barmak, Eduard Manziuk, Oleg Kalyta, Iurii Krak, Vladislav A. Kuznetsov, Anatoliy Kulias

Proceedings of the 12th International Scientific and Practical Conference of Programming (UkrPROG 2020), 2020

Model of the Facial Emotions Expressions Based on Grouping Classes of Feature Vectors.

Olexander Barmak, Oleg Kalyta, Iurii Krak, Eduard Manziuk, Vladyslav A. Kuznetsov

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2020

Classification Technology Based on Hyperplanes for Visual Analytics with Implementations for Different Subject Areas.

Olexander Barmak, Iurii Krak, Eduard Manziuk, Volodymyr Lytvynenko, Oleg Kalyta

Proceedings of the 1st International Workshop on Intelligent Information Technologies & Systems of Information Security, 2020

Diversity as The Basis for Effective Clustering-Based Classification.

Olexander Barmak, Iurii Krak, Eduard Manziuk

Proceedings of the 9th International Conference "Information Control Systems & Technologies", 2020

Classification Based Hierarchical Clustering Prediction Variability in the Ensembles of Models Using a Statistical Approach.

Olexander Barmak, Eduard Manziuk, Iurii Krak

Proceedings of the IEEE 15th International Conference on Computer Sciences and Information Technologies, 2020

2019

Approach to Piecewise-Linear Classification in a Multi-dimensional Space of Features Based on Plane Visualization.

Iurii Krak, Olexander Barmak, Eduard Manziuk, Hrygorii Kudin

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

Data Classification Based on the Features Reduction and Piecewise Linear Separation.

Iurii Krak, Olexander Barmak, Eduard Manziuk, Anatolii Kulias

ICO, 2019

Using piecewise hyper linear classification in multidimensional feature space for text content.

Olexander Barmak, Eduard Manziuk, Iurii Krak

Proceedings of the 14th IEEE International Conference on Computer Sciences and Information Technologies, 2019

2018

Характеристика для вибору моделей у ансамблі класифікаторів Characteristics for choice of models in the ansables classification.

Olexander Barmak, Yuri Krak, Eduard Manziuk

Proceedings of the 11th International Conference of Programming UkrPROG 2018, Kyiv, 2018