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ORCIDMaryna Molchanova
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2020 – today
- 2025
[c18]Maryna Molchanova, Volodymyr Didur, Olena Sobko, Olexander Mazurets:
Detection of Web Propaganda Patterns by Transformer Neural Networks: Improving Efficiency via Dataset Balancing. CMIS 2025: 112-126- [c17]Iurii Krak, Maryna Molchanova, Olexander Mazurets, Volodymyr Didur, Valeriia Klimenko, Olena Sobko, Olexander Barmak:
Detecting political manipulations techniques in Internet posts: thresholds auto-selection in multiclass decision space. CLW-CoLInS 2025: 139-155 - [c16]Iurii Krak, Oleksandr Ovcharuk, Olexander Mazurets, Maryna Molchanova, Olena Sobko, Olena Tyschenko, Olexander Barmak:
Method for post-traumatic stress disorder manifestation analyzing in text content. CLW-CoLInS 2025: 206-218 - [c15]Iurii Krak, Olexander Mazurets, Oleksandr Ovcharuk, Maryna Molchanova, Olexander Barmak, Larysa E. Azarova:
Transformer-based multilabel classification for identifying hidden psychological conditions in online posts. MoMLeT 2025: 86-97 - [c14]Olexander Mazurets, Olena Sobko, Rostyslav Dydo, Olha Zalutska, Maryna Molchanova:
Augmented reality audiostream creation using CNN: boosting inclusion and safety for visually impaired people. MoMLeT 2025: 347-361 - [c13]Maryna Molchanova, Volodymyr Didur, Olexander Mazurets, Olena Sobko, Oksana Zakharkevich:
Method for Construction and Demolition Waste Classification Using Two-Factor Neural Network Image Analysis. SMARTINDUSTRY 2025: 168-182 - 2024
- [c12]Olena Sobko, Olexander Mazurets, Maryna Molchanova, Iurii Krak, Olexander Barmak:
Method for analysis and formation of representative text datasets. AdvAIT 2024: 84-98 - [c11]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 - [c10]Iurii Krak, Maryna Molchanova, Volodymyr Didur, Olena Sobko, Olexander Mazurets, Olexander Barmak:
Method of semantic features estimation for political propaganda techniques detection using transformer neural networks. CS&SE@SW 2024: 286-297 - [c9]Iurii Krak, Olena Sobko, Maryna Molchanova, Illia Tymofiiev, Olexander Mazurets, Olexander Barmak:
Method for neural network cyberbullying detection in text content with visual analytic. CS&SE@SW 2024: 298-309 - [c8]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 - [c7]Iurii Krak, Olha Zalutska, Maryna Molchanova, Olexander Mazurets, Olexander Barmak:
Method For Detecting Propaganda Objects Using Deep Learning Neural Network Models With Visual Analytic. ISS@IT&I 2024: 38-50 - [c6]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 - 2023
- [c5]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 - 2022
- [c4]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 - [c3]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 - [c2]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
- [c1]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
Coauthor Index
aka: Oleksander Barmak
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last updated on 2025-09-09 03:21 CEST by the dblp team
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