Автоматизований переклад з української мови на українську жестову мову: алгоритмична реалізація (Automated translation from ukrainian to sign language: algorithmic implementation). - Iurii Krak; Olexander Barmak; Sergii Romanyshyn (UkrPROG, 2014)

Computing of hands gestures' informative video features. - Saule Kudubayeva; Dmitry Ryumin; Ainur Sndetbayeva; Yuri Krak (CSIT, 2016)

The practice investigation of the information technology efficiency for automated definition of terms in the semantic content of educational materials. - Iurii Krak; Olexander Barmak; Olexander Mazurets (UkrPROG, 2016)

Cross-platform software for the development of sign communication system: Dactyl language modelling. - Iurii Krak; Serhii Kondratiuk (CSIT (1), 2017)

Dactyl Alphabet Modeling and Recognition Using Cross Platform Software. - Sergii Kondratiuk; Iurii Krak (DSMP, 2018)

Характеристика для вибору моделей у ансамблі класифікаторів Characteristics for choice of models in the ansables classification. - Olexander Barmak; Yuri Krak; Eduard Manziuk (UkrPROG, 2018)

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. - Yuri Krak; Olexander Barmak; Olexander Mazurets (UkrPROG, 2018)

Розробка архітектури програмного забезпечення для інтерактивного навчання жестовій мові (Software architectural design for the interactive learning of sign language). - Iurii Kryvonos; Iurii Krak; Miroslav Lisniak; Anton Ternov (UkrPROG, 2018)

Information Technology for Entering Text Based on Tools of the Special Virtual Keyboard Mobile and Auxiliary Devices. - Olexander Barmak; Ruslan Bahrii; Iurii Krak; Veda Kasianiuk (CMIS, 2019)

Fingerspelling Alphabet 3D Modeling and Recognition Base on CNN Technology for Cross Platform Applications. - Serhii Kondratiuk; Iurii Krak; Olexander Barmak; Anatolii Pashko (CMIS, 2019)

Facial Expressions Analysis for Applications in the Study of Sign Language. - Vladislav A. Kuznetsov; Iurii Krak; Olexander Barmak; Anatolii Kulias (CMIS, 2019)

Using piecewise hyper linear classification in multidimensional feature space for text content. - Olexander Barmak; Eduard Manziuk; Iurii Krak (CSIT (2), 2019)

Data Classification Based on the Features Reduction and Piecewise Linear Separation. - Iurii Krak; Olexander Barmak; Eduard Manziuk; Anatolii Kulias (ICO, 2019)

Research of Efficiency of Information Technology for Creation of Semantic Structure of Educational Materials. - Olexander Barmak; Iurii Krak; Olexander Mazurets; Sergey Pavlov; Andrzej Smolarz; Waldemar Wójcik (ISDMCI, 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 (ISDMCI, 2019)

Controlled Spline of Third Degree: Approximation Properties and Practical Application. - Oleg Stelia; Iurii Krak; Leonid Potapenko (ISDMCI, 2019)

Development of Information Technology for Virtualization of Geotourism Objects on the Example of Tarkhany Geological Section. - Ainur Ualkhanova; Natalya Denissova; Iurii Krak (ISDMCI, 2019)

Physiological signals analysis, recognition and classification using machine learning algorithms. - Iurii Krak; Anatolii Pashko; Oleg Khorozov; Oleg Stelia (CMIS, 2020)

Classification Based Hierarchical Clustering Prediction Variability in the Ensembles of Models Using a Statistical Approach. - Olexander Barmak; Eduard Manziuk; Iurii Krak (CSIT (1), 2020)

Diversity as The Basis for Effective Clustering-Based Classification. - Olexander Barmak; Iurii Krak; Eduard Manziuk (ICST, 2020)

Method for Automated Test Tasks Creation for Educational Materials. - Olexander Barmak; Olexander Mazurets; Iurii Krak; Anatolii Kulias (ICST, 2020)

Information Technology for Early Diagnosis of Pneumonia on Individual Radiographs. - Iurii Krak; Olexander Barmak; Pavlo Radiuk (IDDM, 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 (IntelITSIS, 2020)

Selection Parameters in the ECG Signals for Analysis of QRS Complexes. - Iurii Krak; Anatolii Pashko; Oleg Stelia; Olexander Barmak; Sergey Pavlov (IntelITSIS, 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 (ISDMCI, 2020)

Fingerspelling Alphabet Recognition Using CNNs with 3D Convolutions for Cross Platform Applications. - Serhii Kondratiuk; Iurii Krak; Anatolii Kylias; Veda Kasianiuk (ISDMCI, 2020)

Isolation of Informative Features for the Analysis of QRS Complex in ECG Signals. - Anatolii Pashko; Iurii Krak; Oleg Stelia; Oleg Khorozov (ISDMCI, 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 (UkrPROG, 2020)

Robotic plasma Spraying System for implants of Complex Structure: 3D Model and motion Planning. - Indira Karymsakova; Natalya Denissova; Saule Kumargazhanova; Iurii Krak (Int. J. Comput., 2020)

Hyperplane clasterization of the small data based on pseudo-inverse and projective matrices (short paper). - Iurii Krak; Hrygorii Kudin; Mykola Efremov; Alexander Samoylov; Vladislav A. Kuznetsov; Yedilkhan Amirgaliyev; Veda Kasianiuk (CITRisk, 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 (CMIS, 2021)

Determination of the Position of the Laser Spot in the Plane of the Photo Sensor of the Multimedia Shooting Gallery. - Serhii Yaremenko; Iurii Krak (EUROCON, 2021)

Automation of Scheduling Training Sessions in Educational Institutions using Genetic Algorithms. - Evgenii Fedkin; Natalya Denissova; Iurii Krak; Irina Dyomina (IDAACS, 2021)

Development of an Intelligent Robotic System for Plasma Processing of Industrial Products with Complex Shape. - Assel Kussaiyn-Murat; Alexander Krasavin; Darya Alontseva; Albina Kadyroldina; Alexandr Khozhanov; Iurii Krak; Patricia Muñoz de Escalona; Irina Dyomina (IDAACS, 2021)

Information Technology for Adaptive Semantic Testing of Knowledge Level of Educational Materials. - Olexander Mazurets; Olexander Barmak; Iurii Krak; Maryna Molchanova; Olena Sobko (IDAACS, 2021)

Detection of Early Pneumonia on Individual CT Scans with Dilated Convolutions. - Iurii Krak; Olexander Barmak; Pavlo Radiuk (IntelITSIS, 2021)

Formal Model of Trustworthy Artificial Intelligence Based on Standardization. - Eduard Manziuk; Olexander Barmak; Iurii Krak; Olexander Mazurets; Tetiana Skrypnyk (IntelITSIS, 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 (IntSol, 2021)

Method for Adaptive Semantic Testing of Educational Materials Level of Knowledge. - Olexander Mazurets; Olexander Barmak; Iurii Krak; Eduard Manziuk; Ruslan Bahrii (ISDMCI, 2021)

Baseline Wander Correction of the Electrocardiogram Signals for Effective Preprocessing. - Anatolii Pashko; Iurii Krak; Oleg Stelia; Waldemar Wójcik (ISDMCI, 2021)

An Expert System Prototype for the Early Diagnosis of Pneumonia. - Mariia Voronenko; Olena Kovalchuk; Luidmyla Lytvynenko; Svitlana Vyshemyrska; Iurii Krak (ISDMCI, 2021)

Three-Dimensional Convolutions and Temporal Data for Sign Language Recognition. - Serhii Kondratiuk; Iurii Krak; Vladislav A. Kuznetsov; Anatoliy Kulias (IT&I, 2021)

Hyperplane Clustering of the Data in the Vector Space of Features Based on Pseudo Inversion Tools. - Iurii Krak; Hrygorii Kudin; Veda Kasianiuk; Mykola Efremov (ProfIT AI, 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 (ProfIT AI, 2021)

Information Model for Monitoring the Development of the University. - Laura Suleimenova; Saule Rakhmetullina; Natalya Denissova; Iurii Krak; Elvira Aitmukhanbetova (Int. J. Comput., 2021)

Information Technology Augmentative and Alternative Communication Using Smart Mobile Devices. - Iurii Krak; Ruslan Bahrii; Olexander Barmak (J. Mobile Multimedia, 2021)

An Approach Based on the Visualization Model for the Ukrainian Web Content Classification. - Vitalii Slobodzian; Maryna Molchanova; Oleksii Kovalchuk; Olena Sobko; Olexander Mazurets; Olexander Barmak; Iurii Krak (ACIT, 2022)

Using the Temporal Data and Three-dimensional Convolutions for Sign Language Alphabet Recognition. - Serhii Kondratiuk; Iurii Krak; Vladislav A. Kuznetsov; Anatoliy Kulias (CMIS, 2022)

A Comparative Study on Algorithms of Computer Vision and Deep Learning for Facial Expressions Analysis. - Vladyslav A. Kuznetsov; Iurii Krak; Olexander Barmak; Anatolii Kulias; Valentyna Petrovich (COLINS, 2022)

Text Data Vectorization Model of Ukrainian-Language Internet Communication Content. - Vitalii Slobodzian; Oleksii Kovalchuk; Maryna Molchanova; Olena Sobko; Olexander Mazurets; Olexander Barmak; Iurii Krak (COLINS, 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 (IDDM, 2022)

Method of Facial Geometric Feature Representation for Information Security Systems. - Oleg Kalyta; Iurii Krak; Olexander Barmak; Waldemar Wójcik; Pavlo Radiuk (IntelITSIS, 2022)

Finding Moving Targets on the Projection Image from the Laser Emitter of the Multimedia Trainer (keynote). - Serhii Yaremenko; Iurii Krak (IntelITSIS, 2022)

Visual Analytics-Based Method for Sentiment Analysis of COVID-19 Ukrainian Tweets. - Oleksii Kovalchuk; Vitalii Slobodzian; Olena Sobko; Maryna Molchanova; Olexander Mazurets; Oleksander Barmak; Iurii Krak; Nataliia Savina (ISDMCI, 2022)

Analysis of Deep Learning Methods in Adaptation to the Small Data Problem Solving. - Iurii Krak; Vladyslav A. Kuznetsov; Serhii Kondratiuk; Larisa E. Azarova; Olexander Barmak; Pavlo Radiuk (ISDMCI, 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)

Method for Sentiment Analysis of Ukrainian-Language Reviews in E-Commerce Using RoBERTa Neural Network. - Olha Zalutska; Maryna Molchanova; Olena Sobko; Olexander Mazurets; Oleksandr Pasichnyk; Olexander Barmak; Iurii Krak (COLINS (1), 2023)

An Approximation Cascade Scheme via Rational Fractions for Biomedical Data Analysis. - Ivan Izonin; Roman Tkachenko; Ostap Shcherbii; Oleh Berezsky; Iurii Krak; Maksym Oliinyk (CSIT, 2023)

Development of Models of Self-Reinforcing Effects for Big Data Evaluation. - Vladislav A. Kuznetsov; Serhii Kondratiuk; Hrygorii Kudin; Anatolii Kulyas; Iurii Krak; Olexander Barmak (CSIT, 2023)

Hardware Usage Improvement for Small Data Problem Solving by Deep Learning Methods. - Iurii Krak; Olexander Barmak; Vladislav A. Kuznetsov; Serhii Kondratiuk; Oleg Stelia; Veda Kasianiuk (ICST, 2023)

Robust R-peak Detection using Deep Learning based on Integrating Domain Knowledge. - Oleksii Kovalchuk; Pavlo Radiuk; Olexander Barmak; Iurii Krak (IDDM, 2023)

Myocardium Segmentation using Two-Step Deep Learning with Smoothed Masks by Gaussian Blur. - Vitalii Slobodzian; Pavlo Radiuk; Anastasiia Zingailo; Olexander Barmak; Iurii Krak (IDDM, 2023)

Deep Learning Models for Ukrainian Text to Speech Synthesis. - Serhii Kondratiuk; Danylo Hartvih; Iurii Krak; Olexander Barmak; Vladislav A. Kuznetsov (IntelITSIS, 2023)

A Novel Feature Vector for ECG Classification using Deep Learning. - Oleksii Kovalchuk; Pavlo Radiuk; Olexander Barmak; Sergi Petrovskyi; Iurii Krak (IntelITSIS, 2023)

On Improving the Use of Dedicated Hardware Resources for Deep Learning Methods on the Small Data. - Iurii Krak; Vladislav A. Kuznetsov; Anatoliy Kulias; Andriy Stavrovskyi (IntSol, 2023)

Parameterization of the Stochastic Model for Evaluating Variable Small Data in the Shannon Entropy Basis. - Oleg Bisikalo; Vyacheslav Kharchenko; Viacheslav Kovtun; Iurii Krak; Sergii Pavlov (Entropy, 2023)

Method for analysis and formation of representative text datasets. - Olena Sobko; Olexander Mazurets; Maryna Molchanova; Iurii Krak; Olexander Barmak (AdvAIT, 2024)

A Comparison of the Effectiveness Architectures LSTM1024 and 2DCNN for Continuous Sign Language Recognition Process. - Nurzada Amangeldy; Iurii Krak; Bekbolat Kurmetbek; Nazerke Gazizova (CMIS, 2024)

Abusive Speech Detection Method for Ukrainian Language Used Recurrent Neural Network. - Iurii Krak; Olha Zalutska; Maryna Molchanova; Olexander Mazurets; Ruslan Bahrii; Olena Sobko; Olexander Barmak (COLINS (3), 2024)

Method of semantic features estimation for political propaganda techniques detection using transformer neural networks. - Iurii Krak; Maryna Molchanova; Volodymyr Didur; Olena Sobko; Olexander Mazurets; Olexander Barmak (CS&SE@SW, 2024)

Method for neural network cyberbullying detection in text content with visual analytic. - Iurii Krak; Olena Sobko; Maryna Molchanova; Illia Tymofiiev; Olexander Mazurets; Olexander Barmak (CS&SE@SW, 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 (ICST, 2024)

ECG Arrhythmia Classification and Interpretation using Convolutional Networks for Intelligent IoT Healthcare System. - Oleksii Kovalchuk; Olexander Barmak; Pavlo Radiuk; Iurii Krak (ICyberPhyS, 2024)

Modeling Environment Intelligent Transport System for Eco-Friendly Urban Mobility. - Vitaliy Pavlyshyn; Eduard Manziuk; Olexander Barmak; Iurii Krak; Robertas Damasevicius (IntelITSIS, 2024)

An Approach to Optimizing CO2 Emissions in Traffic Control via Reinforcement Learning. - Olexander Ryzhanskyi; Eduard Manziuk; Olexander Barmak; Iurii Krak; Nebojsa Bacanin (IntelITSIS, 2024)

Explainable Deep Learning for Interpretable Brain Tumor Diagnosis from MRI Images. - Eduard Manziuk; Olexander Barmak; Iurii Krak; Nataliia Petliak; Zhenzhen Jin; Pavlo Radiuk (ISDMCI (1), 2024)

Method For Detecting Propaganda Objects Using Deep Learning Neural Network Models With Visual Analytic. - Iurii Krak; Olha Zalutska; Maryna Molchanova; Olexander Mazurets; Olexander Barmak (ISS@IT&I, 2024)

Multi-stage Segmentation and Cascade Classification Methods for Improving Cardiac MRI Analysis. - Vitalii Slobodzian; Pavlo Radiuk; Oleksander Barmak; Iurii Krak (IT&I, 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 (ProfIT AI, 2024)

Explainable Artificial Intelligence: Transitioning DL Model Decisions to User-Understandable Features in Healthcare. - Pavlo Radiuk; Oleksander Barmak; Eduard Manziuk; Iurii Krak (ProfIT AI, 2024)

Method for Political Propaganda Detection in Internet Content Using Recurrent Neural Network Models Ensemble. - Iurii Krak; Volodymyr Didur; Maryna Molchanova; Olexander Mazurets; Olena Sobko; Olha Zalutska; Olexander Barmak (UkrPROG, 2024)

An Approach to Model Network Dynamics of a Decentralized Supply Chain Network Using Optimal Predictive Control. - Vladyslav A. Kuznetsov; Iurii Krak; Oleksander Barmak; Hrygorii Kudin; Anatolii Kulias; Rostyslav Trokhymchuk (UkrPROG, 2024)

Integration of Contextual Descriptors in Ontology Alignment for Enrichment of Semantic Correspondence. - Eduard Manziuk; Oleksander Barmak; Pavlo Radiuk; Vladislav A. Kuznetsov; Iurii Krak; Sergiy Yakovlev (CoRR, 2024)

Toward explainable deep learning in healthcare through transition matrix and user-friendly features. - Oleksander Barmak; Iurii Krak; Sergiy Yakovlev; Eduard Manziuk; Pavlo Radiuk; Vladislav A. Kuznetsov (Frontiers Artif. Intell., 2024)

Modeling of Mechanical and Electrical Systems with Fractal Structure Under Impulse Action and Coherent Acceleration. - Sergei P. Kruchinin; Roberts I. Eglitis; Dmitrii S. Kruchinin; Iurii Krak; Vitalii P. Babak; Valery E. Novikov; Arkadiy P. Polishchuk (Symmetry, 2024)

Autonomous Identification of Distinctive Landmarks from Earth Surface Images. - Zakhar Ostrovskyi; Oleksander Barmak; Iurii Krak (CMIS, 2025)

Detecting political manipulations techniques in Internet posts: thresholds auto-selection in multiclass decision space. - Iurii Krak; Maryna Molchanova; Olexander Mazurets; Volodymyr Didur; Valeriia Klimenko; Olena Sobko; Olexander Barmak (CLW-CoLInS, 2025)

Method for post-traumatic stress disorder manifestation analyzing in text content. - Iurii Krak; Oleksandr Ovcharuk; Olexander Mazurets; Maryna Molchanova; Olena Sobko; Olena Tyschenko; Olexander Barmak (CLW-CoLInS, 2025)

Feature Computation Procedure for Fake News Detection: An LLM-Based Extraction Approach 112-124. - Andrii Shupta; Pavlo Radiuk; Iurii Krak (IntelITSIS, 2025)

Transformer-based multilabel classification for identifying hidden psychological conditions in online posts. - Iurii Krak; Olexander Mazurets; Oleksandr Ovcharuk; Maryna Molchanova; Olexander Barmak; Larysa E. Azarova (MoMLeT, 2025)

Unsupervised Knowledge Extraction of Distinctive Landmarks from Earth Imagery Using Deep Feature Outliers for Robust UAV Geo-Localization. - Zakhar Ostrovskyi; Oleksander Barmak; Pavlo Radiuk; Iurii Krak (Mach. Learn. Knowl. Extr., 2025)