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Applied Aspects of Information Technology = Прикладні аспекти інформаційних технологій: Recent submissions

  • GL-models for analyzing multiprocessor systems tolerant to one and two failures 
    Romankevich, Vitaliy A.; Романкевич, Віталій Олексійович; Morozov, Kostiantyn V.; Морозов, Костянтин В’ячеславович; Romankevich, Alexei M.; Романкевич, Олексій Михайлович; Halytsky, Daniil V.; Галицький, Данііл Володимирович; Zhurba, Anton V.; Журба, Антон Володимирович (Odessа Polytechnic National University, 2025-04-05)
    The work is devoted to the problem of constructing GL-models of behavior in the fault flow of non-basic fault-tolerant multiprocessor systems. We consider systems that are fault-tolerant to any one failure, and under a ...
  • Investigation of the efficiency of neural network models for developing a classifier of ophthalmic pathologies 
    Uhryn, Dmytro I.; Угрин, Дмитро Ілліч; Karachevtsev, Artem O.; Карачевцев, Артем Олегович; Ilin, Viktor A.; Ілін, Віктор Андрійович; Halin, Yurii O.; Галін, Юрій Олександрович; Shkidina, Kateryna S.; Шкідіна, Катерина Сергіївна (Odessа Polytechnic National University, 2025-04-04)
    This study presents the development and evaluation of a machine learning-based system for the classification of ophthalmic diseases using fundus images. The dataset consists of images categorized into four main classes: ...
  • Using large language models for video processing in the agricultural industry 
    Antoshchuk, Svitlana G.; Антощук, Світлана Григорівна; Kunup, Tetiana V.; Кунуп, Тетяна Василівна; Lytvynenko, Volodymyr I.; Литвиненко, Володимир Іванович; Danchuk, Oleksii V.; Данчук, Олексій Володимирович (Odessа Polytechnic National University, 2025-04-05)
    Modern artificial intelligence technologies, particularly large language models, are increasingly being applied in agricultur e to enhance automation, decision-making, and sustainability. This study presents a comprehensive ...
  • Integration of physiological factors into a mathematical model of the human eye condition 
    Vychuzhanin, Vladimir V.; Вичужанін, Володимир Вікторович; Vychuzhanin, Alexey V.; Вичужанін, Олексій Володимирович; Guzun, Olga V.; Гузун, Ольга Володимирівна; Zadorozhny, Oleg S.; Задорожний, Олег Сергійович (Odessа Polytechnic National University, 2025-04-04)
    Mathematical models of the human eye serve as adaptive tools for analyzing and predicting ophthalmological parameters, con- sidering their interrelations and individual patient characteristics. Their application in ...
  • Thermal control of a complex of thermoelectric cooling devices 
    Zaykov, Vladimir P.; Зайков, Володимир Петрович; Mescheryakov, Vladimir I.; Мещеряков, Володимир Іванович; Ustenko, Andrii S.; Устенко, Андрiй Сергiйович (Odessа Polytechnic National University, 2025-04-04)
    The paper presents the results of research into the possibility of controlling a complex of thermoelectric cooling devices with parallel electrical connection in a non-uniform temperature field. Such formulation of the ...
  • Hybrid detection of fuzzy duplicate texts: сosine similarity and transformers 
    Zabolotnia, Tetiana M.; Заболотня, Тетяна Миколаївна; Kozynets, Nazarii V.; Козинець, Назарій Вікторович (Odessа Polytechnic National University, 2025-04-04)
    This paper addresses the challenge of detecting texts that share the same meaning but differ in wording and structure. Such “fuzzy duplicates” are increasingly prevalent in user-generated content, media articles, and ...
  • Using complex-valued neural networks for aircraft identification 
    Korzhov, Serhii O.; Коржов, Сергій Олександрович; Yesilevkyi, Valentyn S.; Єсілевський, Валентин Семенович (Odessа Polytechnic National University, 2025-04-04)
    This paper presents an approach to aircraft recognition using complex-valued neural networks. The objective of the article is to study the effectiveness of complex-valued neural networks for aircraft identification tasks ...
  • Development of a combined model for analyzing gas mixtures using machine learning methods 
    Bilak, Yurii Yu.; Білак, Юрій Юрійович (Odessа Polytechnic National University, 2025-04-04)
    Analysis of gas mixtures is an important task in spectroscopy, environmental monitoring, industrial control and scientific research. Accurate determination of component concentrations in complex gas environments requires ...
  • Machine learning models for predicting payment status on an online car rental platform 
    Arsirii, Olena O.; Арсірій, Олена Олександрівна; Krantovskyi, Illia O.; Крантовський, Ілля Олександрович; Rudenko, Olexandr V.; Руденко, Олександр Володимирович; Glava, Maria G.; Глава, Марія Геннадіївна (Odessа Polytechnic National University, 2025-04-04)
    It has been demonstrated that the detailed data collected on online platforms are heterogeneous, semantically inconsistent, and weakly structured. Therefore, the use of machine learning for their aggregation, structuring, ...
  • ResJobFit - end-to-end artificial neural networks based technology for job-resume matching 
    Bocharova, Maiia Y.; Бочарова, Майя Юріївна; Malakhov, Eugene V.; Малахов, Євгеній Валерійович (Odessа Polytechnic National University, 2024-11-29)
    With the ever-growing expansion of online recruitment, a reliable person-job matching has become increasingly crucial. Due to different experience, education and specialization requirements, as well as location considerations, ...
  • Reducing the amount of computations at the second stage of an ensemble classifier with stacking on mine-detection drones 
    Galchonkov, Oleg N.; Галчонков, Олег Миколайвич; Baranov, Alexey M.; Баранов, Олексій Миколайвич; Baskov, Illia O.; Баськов, Ілля Олександрович (Odessа Polytechnic National University, 2024-11-29)
    Using drones to search for mines is a promising area that allows accelerating the process of demining an area and reducing the danger to people. To increase the probability of detecting mines, drones use sensors with ...
  • Development of the architecture of a computer aided diagnosis system in medicine 
    Berezsky, Oleh M.; Березький, Олег Миколайович; Liashchynskyi, Pavlo B.; Лящинський, Павло Борисович (Odessа Polytechnic National University, 2024-11-29)
    With the development of information technology, automation of various production processes is an urgent task, and medical diagnostics is no exception. In recent decades, artificial intelligence and information technology ...
  • Recommendation system for financial decision-making using Artificial intelligence 
    Shuryhin, Kostiantyn A.; Шуригін, Костянтин Андрійович; Zinovatna, Svitlana L.; Зіноватна, Світлана Леонідівна (Odessа Polytechnic National University, 2024-11-29)
    The rapid expansion of artificial intelligence (AI) in consumer markets presents challenges, particularly in how cognitive biases influence financial decision-making. These biases can lead to irrational spending, raising ...
  • Methods for refining the depth map obtained from depth sensors 
    Kondratyev, Sergey B.; Кондратьєв, Сергій Борисович; Antoshchuk, Svitlana G.; Антощук, Світлана Григорівна; Hodovychenko, Mykola A.; Годовиченко, Микола Анатолійович (Odessа Polytechnic National University, 2024-11-29)
    Depth maps are essential in applications such as robotics, augmented reality, autonomous vehicles, and medical imaging, providing critical spatial information. However, depth maps from sensors like time-of-flight (ToF) ...
  • Computer investigation of voltage fluctuations on the power busbars of an arc steel-melting furnace 
    Paranchuk, Roman Y.; Паранчук, Роман Ярославович; Paranchuk, Yaroslav S.; Паранчук, Ярослав Степанович; Sulyma, Nazarii R.; Сулима, Назарій Романович; Chernyavsky, Mykola Igorovych; Чернявський, Микола Ігорович (Odessа Polytechnic National University, 2024-11-29)
    The intensification of production and the development of electrical technologies result in increased energy intensity and concentration of electrical loads. There is a growing number of nonlinear, phase-asymmetric, and ...
  • Information technology for forecasting epidemiological threats based on the telegraphic equation 
    Malanchuk, Oksana M.; Маланчук, Оксана Михайлівна; Тryhuba, Аnatoliy M.; Тригуба, Анатолій Миколайович (Odessа Polytechnic National University, 2024-11-29)
    Based on the analysis, it is established that traditional approaches, such as the SIR (Susceptible-Infectious-Covered) and SEIR (Susceptible-Exposed-Infectious-Covered) models, do not provide sufficient forecasting accuracy ...
  • Evaluation of the accuracy of human eye movement system identification using step test signals 
    Pavlenko, Vitaliy D.; Павленко, Віталій Данилович; Lukashuk, Denys K.; Лукашук, Денис Костянтинович (Odessа Polytechnic National University, 2024-11-29)
    For mathematical modeling of the human eye movement system (EMS), integral nonlinear models are employed, which simultaneously account for the nonlinear dynamics and inertial properties of the ...
  • Unmanned vehicles in health monitoring and medicine delivery with swarm algorithm innovations 
    Uhryn, Dmytro I.; Угрин, Дмитро Ілліч; Iliuk, Oleksii D.; Іл’юк, Олексій Дмитрович; Ushenko, Yurii O.; Ушенко, Юрій Олександрович; Uhryn, Andrii D.; Угрин, Андрій Дмитрович; Ilin, Viktor A.; Ілін, Віктор Андрійович (Odessа Polytechnic National University, 2024-09-27)
    The article delves into modern approaches and innovative technologies designed to monitor the health of military personnel using unmanned vehicles, while also assessing their potential for delivering medicines in combat ...
  • Analysis of methods and algorithms for image filtering and quality enhancement 
    Speranskyy, Viktor O.; Сперанський, Віктор Олександрович; Balaban, Daniil S.; Балабан, Даніїл Сергійович (Odessа Polytechnic National University, 2024-09-27)
    This paper addresses the prevalent issue of image noise and presents methods for its mitigation. The paper describes, analyses and tests a variety of image filtering techniques, with specific reference to their use in ...
  • Modeling of the temperature field in the soil massive for different operating modes of the ground source heat pump 
    Denysova, Alla E.; Денисова, Алла Євсіївна; Antoshchuk, Svitlana G.; Антощук, Світлана Григорівна; Ivanov, Pavlo O.; Іванов, Павло Олександрович; Arsirii, Olena O.; Арсірій, Олена Олександрівна; Troynina, Anastasiya S.; Тройніна, Анастасія Сергіївна (Odessа Polytechnic National University, 2024-09-27)
    The paper considers modeling the influence of the operating modes of the ground source heat pump for heating and air conditioning systems using geothermal source of energy from borehole on the temperature of the soil ...