Olexander Mazurets

According to our database, Olexander Mazurets authored at least 34 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

LAG-XAI: A Lie-Inspired Affine Geometric Framework for Interpretable Paraphrasing in Transformer Latent Spaces.

Olexander Mazurets, Olexander Barmak, Leonid Bedratyuk, Iurii Krak

CoRR, April, 2026

2025

Approach for Postural Disorders Recognizing from Visual Data Using Deep Neural Network.

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

Proceedings of the Workshop on Intelligent Information Technologies (UkrProg-IIT 2025), 2025

Method for automated evaluation of test tasks correspondence to semantic structure of STEM-disciplines educational materials using NLP.

Iurii Krak, Olexander Mazurets, Maryna Molchanova, Olena Sobko, Daryna Hardysh, Olexander Barmak

Proceedings of the 4th Yurii Ramskyi STE(A)M Workshop (STE(A)M 2025) co-located with XVII International Conference on Mathematics, 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

Proceedings of the 2nd International Conference on Smart Automation & Robotics for Future Industry (SMARTINDUSTRY 2025), 2025

Deep Learning-Driven Fabric Classification: Distinguishing Natural and Synthetic Materials.

Olexander Mazurets, Olha Zalutska, Maryna Molchanova, Olena Sobko, Liudmyla Bukhantsova, Oksana Zakharkevich

Proceedings of the 5th International Workshop of IT-professionals on Artificial Intelligence, 2025

Neural Network Assessment of Post-Traumatic Risk Behavior Using Social Media Posts Analysis.

Iurii Krak, Oleksandr Ovcharuk, Olexander Mazurets, Olena Sobko, Maryna Molchanova, Olexander Barmak

Proceedings of the 5th International Workshop of IT-professionals on Artificial Intelligence, 2025

Augmented reality audiostream creation using CNN: boosting inclusion and safety for visually impaired people.

Olexander Mazurets, Olena Sobko, Rostyslav Dydo, Olha Zalutska, Maryna Molchanova

Proceedings of the Modern Machine Learning Technologies Workshop, 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

Proceedings of the Modern Machine Learning Technologies Workshop, 2025

Neural network detection of digital fatigue and burnout with interpretable thematic segmentation.

Olexander Mazurets, Roman Vit, Maryna Molchanova, Olena Sobko, Adam Wierzbicki, Dmytro Chumachenko

Proceedings of the 1st Workshop on Advanced AI in Explainability and Ethics for the Sustainable Development Goals (ExplAI-2025), 2025

Vision transformers transfer learning for smoking detection in public spaces with transparent AI decisions.

Olexander Mazurets, Maryna Molchanova, Olha Zalutska, Ihor Kok, Vitaly G. Levashenko, Abdel-Badeeh M. Salem

Proceedings of the 1st Workshop on Advanced AI in Explainability and Ethics for the Sustainable Development Goals (ExplAI-2025), 2025

Context-enriched approach to students depression monitoring in education using BERT-GPT hybrid model.

Olexander Mazurets, Roman Vit, Maryna Molchanova, Illia Tymofiiev, Olena Sobko

Proceedings of the 4th Workshop on Digital Transformation of Education (DigiTransfEd 2025), 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

Proceedings of the Computational Linguistics Workshop, 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

Proceedings of the Computational Linguistics Workshop, 2025

Detection of Web Propaganda Patterns by Transformer Neural Networks: Improving Efficiency via Dataset Balancing.

Maryna Molchanova, Volodymyr Didur, Olena Sobko, Olexander Mazurets

Proceedings of The Eighth International Workshop on Computer Modeling and Intelligent Systems, 2025

Identifying users communicative segments to explain digital fatigue via NLP.

Roman Vit, Olexander Mazurets, Olexander Barmak, Maryna Molchanova, Iurii Krak

Proceedings of the The 2nd International Workshop on Advanced Applied Information Technologies: AI & DSS, 2025

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

Proceedings of the 14th International Scientific and Practical Programming Conference (UkrPROG 2024), 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

Proceedings of the Information Technology and Implementation (IT&I) Workshop: Intelligent Systems and Security (IT&I-WS 2024: ISS), Kyiv, Ukraine, November 20, 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

Method for neural network cyberbullying detection in text content with visual analytic.

Iurii Krak, Olena Sobko, Maryna Molchanova, Illia Tymofiiev, Olexander Mazurets, Olexander Barmak

Proceedings of the 7th Workshop for Young Scientists in Computer Science & Software Engineering (CS&SE@SW 2024), 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

Proceedings of the 7th Workshop for Young Scientists in Computer Science & Software Engineering (CS&SE@SW 2024), 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

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume III: Intelligent Systems Workshop, 2024

Method for analysis and formation of representative text datasets.

Olena Sobko, Olexander Mazurets, Maryna Molchanova, Iurii Krak, Olexander Barmak

Proceedings of the 1st International Workshop on Advanced Applied Information Technologies with CEUR-WS, 2024

2023

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

Proceedings of the 7th International Conference on Computational Linguistics and Intelligent Systems. Volume I: Machine Learning Workshop, 2023

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

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

Proceedings of the 6th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2022). Volume I: Main Conference, 2022

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

Proceedings of the 12th International Conference on Advanced Computer Information Technologies, 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

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

Information Technology for Adaptive Semantic Testing of Knowledge Level of Educational Materials.

Olexander Mazurets, Olexander Barmak, Iurii Krak, Maryna Molchanova, Olena Sobko

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

2020

Method for Automated Test Tasks Creation for Educational Materials.

Olexander Barmak, Olexander Mazurets, Iurii Krak, Anatolii Kulias

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

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

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

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

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

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

Proceedings of the 10th International Conference of Programming UkrPROG'2016, Kyiv, 2016