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Просмотр 2025, Vol. 8, № 2 по названию

Просмотр 2025, Vol. 8, № 2 по названию

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  • Adaptive super-resolution integration to enhance object detection on low-quality unmanned aerial vehicleimagery 
    Holenko, Maksym Yu.; Голенко, Максим Юрійович (Odessа Polytechnic National University, 2025-06-27)
    The article addresses the problem of improving the accuracy of object detection in images captured by unmanned aerial vehicles under conditions of reduced spatial resolution and the presence of noise ...
  • Analysis of existing approaches to automated refactoring of object-oriented software systems 
    Hodovychenko, Mykola A.; Годовиченко, Микола Анатолійович; Kurinko, Dmytro D.; Курінько, Дмитро Дмитрович (Odessа Polytechnic National University, 2025-06-27)
    Automated refactoring plays a crucial role in the maintenance and evolution of object-oriented software systems, where improving internal code structure directly impacts maintainability, scalability, ...
  • From classification to taxonomy: Automated structuring of vehicle repair names in multilingual corpora 
    Mashtalir, Sergii V.; Машталір, Сергій Володимирович; Nikolenko, Oleksandr V.; Ніколенко, Олександр Володимирович (Odessа Polytechnic National University, 2025-06-27)
    This study introduces and rigorously validates a hybrid, five-stage Natural Language Processing pipeline that transforms unstructured, bilingual repair-order text into fullynavigable, hierarchical action ...
  • Fuzzy models of wireless components sensor networks 
    Nesterenko, Sergiy A.; Нестеренко, Сергій Анатолійович; Tishin, Petr M.; Тішин, Петро Метталинович; Shtilman, Pavlo R.; Штільман, Павло Романович; Martynyuk, Oleksandr N.; Мартинюк, Олександр Миколайович; Mileiko, Igor G.; Мілейко, Ігор Генрікович (2025-06-27)
    The article addresses the problem of modeling wireless sensor networkcomponents operating under uncertainty and the influence of external factors. The relevance of the research stems from the growing need for ...
  • Internet of Energy based cellular structures for distributed Microgrids 
    Bielokha, Halyna S.; Бєлоха, Галина Сергіївна; Denysiuk, Serhii P.; Денисюк, Сергій Петрович; Derevianko, Denys G.; Дерев’янко, Денис Григорович (Odessа Polytechnic National University, 2025-06-27)
    In the face of evolving global energy challenges and the urgent need for resilient, decentralized, and digitized power systems, the concept of the Internet of Energy (IoE) emerges as a transformative framework ...
  • A model for constructing neural network systems for recognizing emotionsof text fragments 
    Tereikovskyi, Ihor A.; Терейковський, Ігор Анатолійович; Korovii, Oleksandr S.; Коровій, Олександр Сергійович (2025-06-27)
    Emotion Recognition in text is a crucial task in Natural Language Processing, particularly relevant given the exponential growth of textual data from social media and voice interfaces. However, developing ...
  • A multi-criteria scoring metric for evaluating deep learning models in bitcoin price forecasting 
    Zlobin, Mykola M.; Злобін, Микола Миколайович; Bazylevych, Volodymyr M.; Базилевич, Володимир Маркович (Odessа Polytechnic National University, 2025-06-27)
    The increasing computational demands of deep learning have raised concerns about the environmental sustainability of artificial intelligence applications, particularly in high-frequency domains such as financial forecasting. ...
  • On the computational complexity of cascade GL-models for fault-tolerant multiprocessor systems 
    Romankevich, Vitaliy A.; Романкевич, Віталій Олексійович; Morozov, Kostiantyn V.; Морозов, Костянтин В’ячеславович; Romankevich, Alexei M.; Романкевич, Олексій Михайлович; Nikishyn, Yehor O.; Нікішин, Єгор Олексійович (Odessа Polytechnic National University, 2025-06-27)
    The article addresses the problem of evaluating the computational complexity of basic cascade GL-models used for modeling the behavior of fault-tolerant multiprocessor systems in the flow of failures. The purpose of this ...