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2020 – today
- 2024
[c52]Iurii Krak, Olha Zalutska, Maryna Molchanova, Olexander Mazurets, Ruslan Bahrii, Olena Sobko, Olexander Barmak:
Abusive Speech Detection Method for Ukrainian Language Used Recurrent Neural Network. COLINS (3) 2024: 16-28- [c51]Adam Wierzbicki, Andrii Shupta, Olexander Barmak:
Synthesis of model features for fake news detection using large language models. COLINS (4) 2024: 50-65 - [c50]Iurii Krak, Olha Zalutska, Maryna Molchanova, Olexander Mazurets, Eduard Manziuk, Olexander Barmak:
Method for neural network detecting propaganda techniques by markers with visual analytic. ICST 2024: 158-170 - [c49]Oleksii Kovalchuk, Olexander Barmak, Pavlo Radiuk, Iurii Krak:
ECG Arrhythmia Classification and Interpretation using Convolutional Networks for Intelligent IoT Healthcare System. ICyberPhyS 2024: 47-62 - [c48]Vitaliy Pavlyshyn, Eduard Manziuk, Olexander Barmak, Iurii Krak, Robertas Damasevicius:
Modeling Environment Intelligent Transport System for Eco-Friendly Urban Mobility. IntelITSIS 2024: 118-136 - [c47]Olexander Ryzhanskyi, Eduard Manziuk, Olexander Barmak, Iurii Krak, Nebojsa Bacanin:
An Approach to Optimizing CO2 Emissions in Traffic Control via Reinforcement Learning. IntelITSIS 2024: 137-155 - [c46]Pavlo Radiuk, Oleksander Barmak, Eduard Manziuk, Iurii Krak:
Explainable Artificial Intelligence: Transitioning DL Model Decisions to User-Understandable Features in Healthcare. ProfIT AI 2024: 185-199 - [c45]Eduard Manziuk, Oleksander Barmak, Pavlo Radiuk, Vladislav A. Kuznetsov, Iurii Krak:
Representation of Trustworthiness Components in AI Systems: A Formalized Approach Considering Interconnections and Overlap. ProfIT AI 2024: 405-417 - [c44]Iurii Krak, Volodymyr Didur, Maryna Molchanova, Olexander Mazurets, Olena Sobko, Olha Zalutska, Olexander Barmak:
Method for Political Propaganda Detection in Internet Content Using Recurrent Neural Network Models Ensemble. UkrPROG 2024: 312-324 - [c43]Vladyslav A. Kuznetsov, Iurii Krak, Oleksander Barmak, Hrygorii Kudin, Anatolii Kulias, Rostyslav Trokhymchuk:
An Approach to Model Network Dynamics of a Decentralized Supply Chain Network Using Optimal Predictive Control. UkrPROG 2024: 337-350 - [i2]Eduard Manziuk, Oleksander Barmak, Pavlo Radiuk, Vladislav A. Kuznetsov, Iurii Krak, Sergiy Yakovlev:
Integration of Contextual Descriptors in Ontology Alignment for Enrichment of Semantic Correspondence. CoRR abs/2411.19113 (2024) - [i1]Vitalii Slobodzian, Pavlo Radiuk, Oleksander Barmak, Iurii Krak:
Multi-Stage Segmentation and Cascade Classification Methods for Improving Cardiac MRI Analysis. CoRR abs/2412.09386 (2024) - 2023
- [c42]Andrii Shupta, Olexander Barmak, Adam Wierzbicki, Tetiana Skrypnyk:
An Adaptive Approach to Detecting Fake News Based on Generalized Text Features. COLINS (1) 2023: 300-310 - [c41]Olha Zalutska, Maryna Molchanova, Olena Sobko, Olexander Mazurets, Oleksandr Pasichnyk, Olexander Barmak, Iurii Krak:
Method for Sentiment Analysis of Ukrainian-Language Reviews in E-Commerce Using RoBERTa Neural Network. COLINS (1) 2023: 344-356 - [c40]Vladislav A. Kuznetsov, Serhii Kondratiuk, Hrygorii Kudin, Anatolii Kulyas, Iurii Krak, Olexander Barmak:
Development of Models of Self-Reinforcing Effects for Big Data Evaluation. CSIT 2023: 1-4 - [c39]Iurii Krak, Olexander Barmak, Vladislav A. Kuznetsov, Serhii Kondratiuk, Oleg Stelia, Veda Kasianiuk:
Hardware Usage Improvement for Small Data Problem Solving by Deep Learning Methods. ICST 2023: 118-129 - [c38]Oleksii Kovalchuk, Pavlo Radiuk, Olexander Barmak, Iurii Krak:
Robust R-peak Detection using Deep Learning based on Integrating Domain Knowledge. IDDM 2023: 1-14 - [c37]Vitalii Slobodzian, Pavlo Radiuk, Anastasiia Zingailo, Olexander Barmak, Iurii Krak:
Myocardium Segmentation using Two-Step Deep Learning with Smoothed Masks by Gaussian Blur. IDDM 2023: 77-91 - [c36]Serhii Kondratiuk, Danylo Hartvih, Iurii Krak, Olexander Barmak, Vladislav A. Kuznetsov:
Deep Learning Models for Ukrainian Text to Speech Synthesis. IntelITSIS 2023: 206-216 - [c35]Oleksii Kovalchuk, Pavlo Radiuk, Olexander Barmak, Sergi Petrovskyi, Iurii Krak:
A Novel Feature Vector for ECG Classification using Deep Learning. IntelITSIS 2023: 227-238 - 2022
- [j2]Iurii Krak
, Olexander Barmak, Eduard Manziuk:
Using visual analytics to develop human and machine-centric models: A review of approaches and proposed information technology. Comput. Intell. 38(3): 921-946 (2022) - [c34]Vitalii Slobodzian, Maryna Molchanova, Oleksii Kovalchuk, Olena Sobko, Olexander Mazurets, Olexander Barmak, Iurii Krak:
An Approach Based on the Visualization Model for the Ukrainian Web Content Classification. ACIT 2022: 400-405 - [c33]Vitalii Slobodzian, Oleksii Kovalchuk, Maryna Molchanova, Olena Sobko, Olexander Mazurets, Olexander Barmak, Iurii Krak:
Text Data Vectorization Model of Ukrainian-Language Internet Communication Content. COLINS 2022: 561-571 - [c32]Vladyslav A. Kuznetsov, Iurii Krak, Olexander Barmak, Anatolii Kulias, Valentyna Petrovich:
A Comparative Study on Algorithms of Computer Vision and Deep Learning for Facial Expressions Analysis. COLINS 2022: 929-941 - [c31]Pavlo Radiuk, Oleksii Kovalchuk, Vitalii Slobodzian, Eduard Manziuk, Oleksander Barmak, Iurii Krak:
Human-in-the-Loop Approach Based on MRI and ECG for Healthcare Diagnosis. IDDM 2022: 9-20 - [c30]Oleg Kalyta, Iurii Krak, Olexander Barmak, Waldemar Wójcik, Pavlo Radiuk:
Method of Facial Geometric Feature Representation for Information Security Systems. IntelITSIS 2022: 319-328 - [c29]Iurii Krak, Vladyslav A. Kuznetsov, Serhii Kondratiuk, Larisa Azarova, Olexander Barmak, Pavlo Radiuk:
Analysis of Deep Learning Methods in Adaptation to the Small Data Problem Solving. ISDMCI 2022: 333-352 - [c28]Oleksii Kovalchuk, Vitalii Slobodzian, Olena Sobko, Maryna Molchanova, Olexander Mazurets, Oleksander Barmak, Iurii Krak, Nataliia Savina:
Visual Analytics-Based Method for Sentiment Analysis of COVID-19 Ukrainian Tweets. ISDMCI 2022: 591-607 - 2021
- [j1]Iurii Krak, Ruslan Bahrii, Olexander Barmak:
Information Technology Augmentative and Alternative Communication Using Smart Mobile Devices. J. Mobile Multimedia 17(4): 527-554 (2021) - [c27]Iurii Krak, Valentina Petrovych, Vladislav A. Kuznetsov, Eduard Manziuk, Olexander Barmak, Anatoliy Kulias:
On Classification Hidden Concepts Language in Specialized Texts Based on Methods of the Intellectual Data Processing. CMIS 2021: 110-120 - [c26]Olexander Mazurets, Olexander Barmak, Iurii Krak, Maryna Molchanova, Olena Sobko:
Information Technology for Adaptive Semantic Testing of Knowledge Level of Educational Materials. IDAACS 2021: 160-165 - [c25]Eduard Manziuk, Olexander Barmak, Iurii Krak, Olexander Mazurets, Tetiana Skrypnyk:
Formal Model of Trustworthy Artificial Intelligence Based on Standardization. IntelITSIS 2021: 190-197 - [c24]Iurii Krak, Olexander Barmak, Pavlo Radiuk:
Detection of Early Pneumonia on Individual CT Scans with Dilated Convolutions. IntelITSIS 2021: 214-227 - [c23]Valentina Petrovych, Vladislav A. Kuznetsov, Eduard Manziuk, Iurii Krak, Veda Kasianiuk, Olexander Barmak, Anatoliy Kulias:
On Development Classification Methods for Hidden Features Separation in Data. IntSol 2021: 25-36 - [c22]Olexander Mazurets, Olexander Barmak, Iurii Krak, Eduard Manziuk, Ruslan Bahrii:
Method for Adaptive Semantic Testing of Educational Materials Level of Knowledge. ISDMCI 2021: 491-506 - [c21]Eduard Manziuk, Iurii Krak, Olexander Barmak, Olexander Mazurets, Vladislav A. Kuznetsov, Olexander Pylypiak:
Structural Alignment Method of Conceptual Categories of Ontology and Formalized Domain. ProfIT AI 2021: 11-22 - 2020
- [c20]Olexander Barmak, Eduard Manziuk, Iurii Krak:
Classification Based Hierarchical Clustering Prediction Variability in the Ensembles of Models Using a Statistical Approach. CSIT (1) 2020: 11-14 - [c19]Olexander Barmak, Iurii Krak, Eduard Manziuk:
Diversity as The Basis for Effective Clustering-Based Classification. ICST 2020: 53-67 - [c18]Olexander Barmak, Olexander Mazurets, Iurii Krak, Anatolii Kulias:
Method for Automated Test Tasks Creation for Educational Materials. ICST 2020: 309-320 - [c17]Iurii Krak, Olexander Barmak, Pavlo Radiuk:
Information Technology for Early Diagnosis of Pneumonia on Individual Radiographs. IDDM 2020: 11-21 - [c16]Iurii Krak, Anatolii Pashko, Oleg Stelia, Olexander Barmak, Sergey Pavlov:
Selection Parameters in the ECG Signals for Analysis of QRS Complexes. IntelITSIS 2020: 1-13 - [c15]Olexander Barmak, Iurii Krak, Eduard Manziuk, Volodymyr Lytvynenko, Oleg Kalyta:
Classification Technology Based on Hyperplanes for Visual Analytics with Implementations for Different Subject Areas. IntelITSIS 2020: 96-106 - [c14]Olexander Barmak, Oleg Kalyta, Iurii Krak, Eduard Manziuk, Vladyslav A. Kuznetsov:
Model of the Facial Emotions Expressions Based on Grouping Classes of Feature Vectors. ISDMCI 2020: 65-76 - [c13]Kterina Larionova, Tetyana Donchenko, Andriy Oliinyk, Hennadii Kapinos, Oleg Savenko, Olexander Barmak:
Modeling the assessment of credit risk losses in banking. M3E2-MLPEED 2020: 187-203 - [c12]Olexander Barmak, Eduard Manziuk, Oleg Kalyta, Iurii Krak, Vladislav A. Kuznetsov, Anatoliy Kulias:
Розпізнавання емоційних проявів за групуванням скупченостей характерних мімічних станів обличчя людини - Recognition of Emotional Expressions Using the Grouping Crowdings of Characteristic Mimic States. UkrPROG 2020: 173-181
2010 – 2019
- 2019
- [c11]Vladislav A. Kuznetsov, Iurii Krak, Olexander Barmak, Anatolii Kulias:
Facial Expressions Analysis for Applications in the Study of Sign Language. CMIS 2019: 159-172 - [c10]Serhii Kondratiuk, Iurii Krak, Olexander Barmak, Anatolii Pashko:
Fingerspelling Alphabet 3D Modeling and Recognition Base on CNN Technology for Cross Platform Applications. CMIS 2019: 173-182 - [c9]Olexander Barmak, Ruslan Bahrii, Iurii Krak, Veda Kasianiuk:
Information Technology for Entering Text Based on Tools of the Special Virtual Keyboard Mobile and Auxiliary Devices. CMIS 2019: 413-427 - [c8]Olexander Barmak, Eduard Manziuk, Iurii Krak:
Using piecewise hyper linear classification in multidimensional feature space for text content. CSIT (2) 2019: 119-123 - [c7]Iurii Krak, Olexander Barmak, Eduard Manziuk, Anatolii Kulias:
Data Classification Based on the Features Reduction and Piecewise Linear Separation. ICO 2019: 282-289 - [c6]Iurii Krak, Olexander Barmak, Eduard Manziuk, Hrygorii Kudin:
Approach to Piecewise-Linear Classification in a Multi-dimensional Space of Features Based on Plane Visualization. ISDMCI 2019: 35-47 - [c5]Olexander Barmak, Iurii Krak, Olexander Mazurets, Sergey Pavlov, Andrzej Smolarz, Waldemar Wójcik:
Research of Efficiency of Information Technology for Creation of Semantic Structure of Educational Materials. ISDMCI 2019: 554-569 - 2018
- [c4]Olexander Barmak, Yuri Krak, Eduard Manziuk:
Характеристика для вибору моделей у ансамблі класифікаторів Characteristics for choice of models in the ansables classification. UkrPROG 2018: 171-179 - [c3]Yuri Krak, Olexander Barmak, Olexander Mazurets:
Практична реалізація інформаційної технології автоматизованого визначення множини семантичних термінів в контенті навчальних матеріалів The practice implementation of the information technology for automated definition of semantic terms sets in the content of educational materials. UkrPROG 2018: 245-254 - 2016
- [c2]Iurii Krak, Olexander Barmak, Olexander Mazurets:
The practice investigation of the information technology efficiency for automated definition of terms in the semantic content of educational materials. UkrPROG 2016: 237-245 - 2014
- [c1]Iurii Krak, Olexander Barmak, Sergii Romanyshyn:
Автоматизований переклад з української мови на українську жестову мову: алгоритмична реалізація (Automated translation from ukrainian to sign language: algorithmic implementation). UkrPROG 2014: 285-294
Coauthor Index
aka: Yuri Krak
aka: Vladyslav A. Kuznetsov
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