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

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)

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)

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)

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)

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

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)

Analysis of Deep Learning Methods in Adaptation to the Small Data Problem Solving. - Iurii Krak; Vladyslav A. Kuznetsov; Serhii Kondratiuk; Larisa Azarova; Olexander Barmak; Pavlo Radiuk (ISDMCI, 2022)

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)

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

Self-Reinforcing Effects on Trustworthiness of Intelligent Systems in Small Data Problem-Solving. - Vladyslav A. Kuznetsov; Alexander Samoylov; Tetiana Karnaukh; Rostyslav Trokhymchuk; Anatoliy Kulias (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)

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)