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

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)

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)

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)

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

Detection of Web Propaganda Patterns by Transformer Neural Networks: Improving Efficiency via Dataset Balancing. - Maryna Molchanova; Volodymyr Didur; Olena Sobko; Olexander Mazurets (CMIS, 2025)

Method for Construction and Demolition Waste Classification Using Two-Factor Neural Network Image Analysis. - Maryna Molchanova; Volodymyr Didur; Olexander Mazurets; Olena Sobko; Oksana Zakharkevich (SMARTINDUSTRY, 2025)