• On evaluation of reliability increase in fault-tolerant multiprocessor systems 

  Romankevich, Vitaliy A.; Романкевич, Віталій Олексійович; Morozov, Kostiantyn V.; Морозов, Костянтин В’ячеславович; Feseniuk, Andrii P.; Фесенюк, Андрій Петрович; Romankevich, Alexei M.; Романкевич, Олексій Михайлович; Zacharioudakis, Lefteris; Захаріудакіс, Лефтеріс (Odessа Polytechnic National University, 2024-04-03)

  The work is devoted to the problem of evaluating the reliability increase of a fault-tolerant multiprocessor system by adding an extra processor to the system. It is assumed that the behavior of the modified system in the ...
• Xception transfer learning with early stopping for facial age estimation 

  Polyakova, Marina V.; Полякова, Марина Вячеславівна; Rogachko, Vladyslav V.; Рогачко, Владислав Володимирович; Nesteriuk, Oleksandr H.; Нестерюк, Олександр Геннадійович; Huliaieva, Natalia A.; Гуляєва, Наталя Анатоліївна (Odessа Polytechnic National University, 2024-04-03)

  The rapid development of deep learning attracts more attention to the analysis of person's face images. Deep learning methods of facial age estimation are more effective compared to methods based on anthropometric models, ...
• Video fragment processing by Ky Fan norm 

  Mashtalir, Sergii Volodymyrovych; Машталір, Сергій Володимирович; Lendel, Dmytro P.; Лендьел, Дмитро Павлович (Odessа Polytechnic National University, 2024-04-03)

  In this study, we focused on the formalization of video frame descriptions in the context of solving video segmentation problem. Since native video data can have various sizes, dividing each frame into blocks allows present ...
• Comparison of incremental encoder digital signal processing techniques for the induction motor flux-torque vector control systems 

  Kovbasa, Serhii Mykolaiovych; Ковбаса, Сергій Миколайович; Krasnoshapka, Nataliia Dmytrivna; Красношапка, Наталія Дмитрівна; Kolomiichuk, Yevhenii Viktorovych; Коломійчук, Євгеній Вікторович; Kholosha, Anton Oleksiyovych; Холоша, Антон Олексійович (Odessа Polytechnic National University, 2024-04-03)

  The article presents the results of a study on the effectiveness of various techniques for synchronous reference frame angular position numerical calculation in flux-torque vector control system of induction motor. ...
• The genetic algorithm for transition from high to fractional order controllers of a two-mass positional electromechanical system 

  Kopchak, Bohdan Liubomyrovych; Копчак, Богдан Любомирович; Kushnir, Andrii Petrovych; Кушнір, Андрій Петрович; Kushka, Andriy Ivanovych; Кушка, Андрій Іванович (2024-04-03)

  A new original approach to the synthesis of the loops of automatic control systems of two-mass positional electromechanical systems is proposed in the article based on the application of the generalized characteristic ...
• Modeling nonlinear dynamic objects using pre-trained time delay neural networks 

  Fomin, Oleksandr O.; Фомін, Олександр Олексійович; Orlov, Andrii A.; Орлов, Андрій Андрійович (Odessа Polytechnic National University, 2024-04-03)

  The work is devoted to resolving the contradiction between the accuracy of modelling nonlinear dynamics and the speed of model construction under conditions of limited computing resources. The purpose of the work is to ...
• Methods of preference aggregation in group recommender systems 

  Gorbatenko, Anastasiia A.; Горбатенко, Анастасія Артурівна; Hodovychenko, Mykola A.; Годовиченко, Микола Анатолійович (Odessа Polytechnic National University, 2024-04-03)

  The rapid growth of data volumes has led to information overload, which impedes informed decision-making. To solve this problem, recommender systems have emerged that analyze user preferences and offer relevant products ...
• Machine learning for human biological age estimation based on clinical blood analysis 

  Slipchenko, Volodymyr H.; Сліпченко, Володимир Георгійович; Poliahushko, Liubov H.; Полягушко, Любов Григорівна; Shatylo, Vladyslav V.; Шатило, Владислав Валерійович; Rudyk, Volodymyr I.; Рудик, Володимир Іванович (Odessа Polytechnic National University, 2023-12-20)

  This article explores the issue of estimating the biological age of a person using machine learning techniques. Biological age is a statistical indicator that reflects the degree of aging of an organism compared to other ...
• Music emotion classification using a hybrid CNN-LSTM model 

  Yakovyna, Vitaliy; Яковина, Віталій Степанович; Korniienko, Valentyn V.; Корнієнко, Валентин Валерійович (Odessа Polytechnic National University, 2023-12-20)

  The emotional content of music, interwoven with the intricacies of human affect, poses a unique challenge for computational recognition and classification. With the digitalization of music libraries expanding exponentially, ...
• Simulation of power consumption control of receivers at underground iron ore mining enterprises 

  Sinchuk, Oleh Mykolaiovych; Сінчук, Олег Миколайович; Mykhailenko, Oleksii Yuriiovych; Михайленко, Олексій Юрійович; Kobeliatskyi, Danyil Vitaliiovych; Кобеляцький, Даниїл Віталійович; Strzelecki, Ryszard; Стржелецкі, Річард (Odessа Polytechnic National University, 2023-12-20)

  The article presents the results of developing a concept for controlling the process of power consumption by electrical receivers with a voltage of up to 1000 V at underground mining enterprises in the function of hourly ...
• Optimization of power dispatching schedule of a charging station based on a micro grid with a photovoltaic module 

  Lavrenova, Yelyzaveta R.; Лавренова, Єлизавета Русланівна; Denysiuk, Serhii P.; Денисюк, Сергій Петрович (Odessа Polytechnic National University, 2023-12-20)

  The world is on a course toward total electrification of vehicles. In the near future, most vehicles will run on electric power. One of the main reasons for users' dissatisfaction with electric vehicles is the lack of ...
• Architecture of an intelligent information system for forecasting components of medical projects 

  Malanchuk, Oksana M.; Маланчук, Оксана Михайлівна; Тryhuba, Аnatoliy M.; Тригуба, Анатолій Миколайович; Pankiv, Oleh V.; Паньків, Олег Володимирович; Sholudko, Roksolana Ya.; Шолудько, Роксолана Ярославівна (Odessа Polytechnic National University, 2023-12-20)

  The article concerns the development of an intelligent information system for forecasting components of medical projects. The purpose of the study is to propose an intelligent information system for forecasting component ...
• Verification of artillery fire under the influence of random disturbances for the computer game ARMA 3 

  Maksymov, Maksym V.; Максимов, Максим Віталійович; Boltenkov, Viktor O.; Болтьонков, Віктор Олексійович; Gultsov, Pavlo S.; Гульцов, Павло Семенович; Maksymov, Oleksii M.; Максимов, Олексій Максимович (Odessа Polytechnic National University, 2023-12-20)

  Computer gaming occupies a firm place in today's media culture and media business. Computer games are widely used both as a means of entertainment and as an educational tool. Military games traditionally hold a place in ...
• Systematic use of nonlinear data filtering methods in forecasting tasks 

  Gozhyj, Aleksandr P.; Гожий, Олександр Петрович; Kalinina, Irina A.; Калініна, Ірина Олександрівна; Bidyuk, Peter I.; Бідюк, Петро Іванович (2023-12-20)

  The article describes an approach to the systematic use of nonlinear data filtering methods in tasks of intelligent data analysis and machine learning. The concepts of filtering and non-linear filtering are considered. ...
• Data preprocessing and tokenization techniques for technical Ukrainian texts 

  Mashtalir, Sergii Volodymyrovych; Машталір, Сергій Володимирович; Nikolenko, Oleksandr Volodymyrovych; Ніколенко, Олександр Володимирович (Odessа Polytechnic National University, 2023-09-20)

  The field of Natural Language Processing (NLP) has witnessed significant advancements fueled by machine learning, deep learning, and artificial intelligence, expanding its applicability and enhancing human-computer ...
• Algorithms and software for verification of scientific and technical text documents 

  Hlukhov, Valerii S.; Глухов, Валерій Сергійович; Sydorko, Dmytro S.; Сидорко, Дмитро Степанович (Odessа Polytechnic National University, 2023-09-18)

  The work provides a solution to the problem of verifying the design (formatting) of scientific and technical documents for compliance with the requirements of regulatory documents (the problem of document verification). ...
• Efficient face detection and replacement in the creation of simple fake videos 

  Sheremet, Oleksii I.; Шеремет, Олексій Іванович; Sadovoi, Oleksandr V.; Садовой, Олександр Валентинович; Harshanov, Denys V.; Гаршанов, Денис Володимирович; Kovalchuk, Oleh S.; Ковальчук, Олег Степанович; Sheremet, Kateryna S.; Шеремет, Катерина Сергіївна; Sokhina, Yuliia V.; Сохіна, Юлія Віталіївна (Odessа Polytechnic National University, 2023-09-14)

  Face detection and facial recognition technologies are among the most intensively studied topics within the field of computer vision, owing to their vast application potential across a multitude of industries. These ...
• Methodology for illness detection by data analysis techniques 

  Liubchenko, Vira V.; Любченко, Віра Вікторівна; Komleva, Nataliia O.; Комлева, Наталія Олегівна; Zinovatna, Svitlana L.; Зіноватна, Світлана Леонідівна; Briggs, Jim (Odessа Polytechnic National University, 2023-09-18)

  The research aims to develop information technology for identifying problematic health conditions by analyzing measurement data. The literature review highlights various approaches to medical diagnostics, including ...
• An electric arc information model 

  Alekseevskiy, Dmytro G.; Алексієвський, Дмитро Генадійович; Andriienko, Petro D.; Андрієнко, Петро Дмитрович; Kiselov, Yehor N.; Кісельов, Єгор Миколайович; Korotych, Hryhorii I.; Коротич, Григорій Ігорович; Shmalii, Serhii L.; Шмалій, Сергій Леонідович (Odessа Polytechnic National University, 2023-09-20)

  The synthesis of mathematical models is an inalienable part of information technology. It allows for the analysis, prediction, and optimization of various systems and processes. A crucial component of this process is the ...
• Mathematical model of a steam boiler as a control plant 

  Grishyn, Maksym V.; Грішин, Максим Володимирович; Matiko, Fedir D.; Матіко, Федір Дмитрович; Tarakhtij, Olga S.; Тарахтій, Ольга Сергіївна; Zhanko, Kristina O.; Жанько, Крістіна Олегівна; Shynder, Andriy A.; Шиндер, Андрій Арнольдович (Odessа Polytechnic National University, 2023-09-21)

  The article highlights the problems associated with unpredictable outages, uncertainties in fuel supply, unpredictable changes in coal quality, and deterioration of the infrastructure of a thermal coal-fired power plant ...

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