Olena Sobko - RankMe

20 papers Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Augmented reality audiostream creation using CNN: boosting inclusion and safety for visually impaired people. MoMLeT Olexander Mazurets, Olena Sobko, Rostyslav Dydo, Olha Zalutska, Maryna Molchanova
2025	—	`conf`	Context-enriched approach to students depression monitoring in education using BERT-GPT hybrid model. DigiTransfEd Olexander Mazurets, Roman Vit, Maryna Molchanova, Illia Tymofiiev, Olena Sobko
2025	—	`conf`	Deep Learning-Driven Fabric Classification: Distinguishing Natural and Synthetic Materials. ProfIT AI Olexander Mazurets, Olha Zalutska, Maryna Molchanova, Olena Sobko, Liudmyla Bukhantsova, Oksana Zakharkevich
2025	—	`conf`	Detecting political manipulations techniques in Internet posts: thresholds auto-selection in multiclass decision space. CLW-CoLInS Iurii Krak, Maryna Molchanova, Olexander Mazurets, Volodymyr Didur, Valeriia Klimenko, Olena Sobko, Olexander Barmak
2025	—	`conf`	Detection of Web Propaganda Patterns by Transformer Neural Networks: Improving Efficiency via Dataset Balancing. CMIS Maryna Molchanova, Volodymyr Didur, Olena Sobko, Olexander Mazurets
2025	—	`conf`	Method for Construction and Demolition Waste Classification Using Two-Factor Neural Network Image Analysis. SMARTINDUSTRY Maryna Molchanova, Volodymyr Didur, Olexander Mazurets, Olena Sobko, Oksana Zakharkevich
2025	—	`conf`	Method for post-traumatic stress disorder manifestation analyzing in text content. CLW-CoLInS Iurii Krak, Oleksandr Ovcharuk, Olexander Mazurets, Maryna Molchanova, Olena Sobko, Olena Tyschenko, Olexander Barmak
2025	—	`conf`	Neural Network Assessment of Post-Traumatic Risk Behavior Using Social Media Posts Analysis. ProfIT AI Iurii Krak, Oleksandr Ovcharuk, Olexander Mazurets, Olena Sobko, Maryna Molchanova, Olexander Barmak
2025	—	`conf`	Neural network detection of digital fatigue and burnout with interpretable thematic segmentation. ExplAI Olexander Mazurets, Roman Vit, Maryna Molchanova, Olena Sobko, Adam Wierzbicki, Dmytro Chumachenko
2025	—	`conf`	New content of teaching via an interdisciplinary agile approach to tackle digital challenges in the field of indoor vertical farming. GIL Michael Jawurek, Markus Beinert, Claudia Brand, David Brunner, Heike Mempel, Patrick Noack, Özlem Özmutlu-Karslioglu, Olena Sobko, Martin Spreidler, Simon Walther
2024	—	`conf`	Abusive Speech Detection Method for Ukrainian Language Used Recurrent Neural Network. COLINS (3) Iurii Krak, Olha Zalutska, Maryna Molchanova, Olexander Mazurets, Ruslan Bahrii, Olena Sobko, Olexander Barmak
2024	—	`conf`	Method for Political Propaganda Detection in Internet Content Using Recurrent Neural Network Models Ensemble. UkrPROG Iurii Krak, Volodymyr Didur, Maryna Molchanova, Olexander Mazurets, Olena Sobko, Olha Zalutska, Olexander Barmak
2024	—	`conf`	Method for analysis and formation of representative text datasets. AdvAIT Olena Sobko, Olexander Mazurets, Maryna Molchanova, Iurii Krak, Olexander Barmak
2024	—	`conf`	Method for neural network cyberbullying detection in text content with visual analytic. CS&SE@SW Iurii Krak, Olena Sobko, Maryna Molchanova, Illia Tymofiiev, Olexander Mazurets, Olexander Barmak
2024	—	`conf`	Method of semantic features estimation for political propaganda techniques detection using transformer neural networks. CS&SE@SW Iurii Krak, Maryna Molchanova, Volodymyr Didur, Olena Sobko, Olexander Mazurets, Olexander Barmak
2023	—	`conf`	Method for Sentiment Analysis of Ukrainian-Language Reviews in E-Commerce Using RoBERTa Neural Network. COLINS (1) Olha Zalutska, Maryna Molchanova, Olena Sobko, Olexander Mazurets, Oleksandr Pasichnyk, Olexander Barmak, Iurii Krak
2022	—	`conf`	An Approach Based on the Visualization Model for the Ukrainian Web Content Classification. ACIT Vitalii Slobodzian, Maryna Molchanova, Oleksii Kovalchuk, Olena Sobko, Olexander Mazurets, Olexander Barmak, Iurii Krak
2022	—	`conf`	Text Data Vectorization Model of Ukrainian-Language Internet Communication Content. COLINS Vitalii Slobodzian, Oleksii Kovalchuk, Maryna Molchanova, Olena Sobko, Olexander Mazurets, Olexander Barmak, Iurii Krak
2022	—	`conf`	Visual Analytics-Based Method for Sentiment Analysis of COVID-19 Ukrainian Tweets. ISDMCI Oleksii Kovalchuk, Vitalii Slobodzian, Olena Sobko, Maryna Molchanova, Olexander Mazurets, Oleksander Barmak, Iurii Krak, Nataliia Savina
2021	—	`conf`	Information Technology for Adaptive Semantic Testing of Knowledge Level of Educational Materials. IDAACS Olexander Mazurets, Olexander Barmak, Iurii Krak, Maryna Molchanova, Olena Sobko