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

  • 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 ...
  • Problems and ways of improving project-oriented learning in Ukraine 
    Molokanova, Valentina M.; Молоканова, Валентина Михайлівна; Hordieieva, Inna O.; Гордєєва, Інна Олександрівна (Odessа Polytechnic National University, 2023-09-20)
    Project-based learning is a student-centered learning process that provides opportunities to explore and combine theory and practice. This study aims to examine student responses after their participation in project-based ...
  • A survey on deep learning based face detection 
    Tran The Vinh Tran; Чан Тхе Вінь Чан; Чан Тхэ Винь Чан; Nguyen Thi Khanh Tien; Нгуєн Тхі Кхань Тієн; Нгуен Тхи Кхань Тиен; Tran Kim Thanh; Чан Кім Тхань; Чан Ким Тхань (Nauka i Tekhnika, 2023-07-03)
    The article has focused on surveying face detection models based on deep learning, specifically examining different one-stage models in order to determine how to choose the appropriate face detection model as well as ...
  • Human action analysis models in artificial intelligence based proctoring systems and dataset for them 
    Antoshchuk, Svetlana; Антощук, Світлана Григорівна; Антощук, Светлана Григорьевна; Breskina, Anastasiia; Брескіна, Анастасія Аршавирівна; Брескина, Анастасия Аршавировна (Nauka i Tekhnika, 2023-07-03)
    This paper describes the approach for building a specialized model for human action analysis in AI-based proctoring systemsand proposes a prototype of dataset which contains data specific to the application area. ...
  • Simulation modelling of sampling and replacement of coal suppliers for thermal power plants 
    Grishyn, Maksym; Грішин, Максим Володимирович; Гришин, Максим Владимирович; Tarakhtij, Olga; Тарахтій, Ольга Сергіївна; Тарахтий, Ольга Сергеевна (Nauka i Tekhnika, 2023-07-03)
    This paper embarks to the persistent suboptimal coal quality issues experienced in thermal power plants that hinder operational efficiency and sustainability. The research is divided into three main segments: formulation ...
  • Computer simulation of the microprocessor liquid level automatic control system 
    Nazarova, Olena; Назарова, Олена Сергіївна; Назарова, Елена Сергеевна; Osadchyy, Volodymyr; Осадчий, Володимир Володимирович; Осадчий, Владимир Владимирович; Rudim, Bohdan; Рудім, Богдан Юрійович; Рудим, Богдан Юрьевич (Nauka i Tekhnika, 2023-07-03)
    Today, automation occupies a leading place in most branches of modern society, in almost all types of industry and economy. One of the main tasks of designing modern automatic control systems is the realization ...
  • Increasing the accuracy of electricity accounting by digital information-measuring systems 
    Vasylets, Kateryna; Василець, Катерина Сергіївна; Василец, Екатерина Сергеевна; Vasylets, Sviatoslav; Василець, Святослав Володимирович; Василец, Святослав Владимирович (Nauka i Tekhnika, 2023-07-03)
    Significant non-technological losses of electricity are observed in 0.38 kV distribution networks, which lead to financial dam-ages of energy supply companies. The reason for their occurrence is the deficiencies ...
  • Gap-filling model between the labor market requirements and the standards of educational programmes for business analysts in Ukraine 
    Kobets, Vitaliy; Кобець, Віталій Миколайович; Кобец, Виталий Николаевич; Koval, Svitlana; Коваль, Світлана Вікторівна; Коваль, Светлана Викторовна (Nauka i Tekhnika, 2023-07-03)
    Under global competition, the training of personnel with the demanded competencies in the labor market becomes a guarantee ofcompetitive-ness of enterprises in the digital economy. The purpose of the paper is to identify ...
  • Combined bidirectional reflectance distribution functions usage for increasing images creation productivity 
    Romanyuk, Oleksandr; Романюк, Олександр Никифорович; Романюк, Александр Никифорович; Zavalniuk, Yevhen; Завальнюк, Євген Костянтинович; Завальнюк, Евгений Константинович; Chekhmestruk, Roman; Чехместрук, Роман Юрійович; Чехместрук, Роман Юрьевич; Mykhaylov, Pavlo; Михайлов, Павло Ігорович; Михайлов, Павел Игоревич; Achanyar Hamza; Ачаняр Хамза (Nauka i Tekhnika, 2023-07-03)
    Modern computer graphics systems are characterized bythe requirements of highly-realistic and highly-productive image formation. In order to increase image formation productivity, the improvement of ...
  • Estimation psychophysiological state via nonlinear dynamic integral models 
    Pavlenko, Vitaliy; Павленко, Віталій Данилович; Павленко, Виталий Данилович; Shamanina, Tetiana; Шаманіна, Тетяна Володимірівна; Шаманина, Татьяна Владимировна; Chori, Vladуslav; Чорі, Владислав Владиславович; Чори, Владислав Владиславович (Nauka i Tekhnika, 2023-07-03)
    The method of experimental research “input-output”of the human oculo-motor system was developed and implemented using innovative eye-tracking technology for recording oculo-motor systemresponses to test visual ...
  • Semantic analysis and classification of malware for UNIX-like operating systems with the use of machine learning methods 
    Mishchenko, Maksym; Міщенко, Максим Валерійович; Мищенко, Максим Валерьевич; Dorosh, Mariia; Дорош, Марія Сергіївна; Дорош, Мария Сергеевна (Odessа Polytechnic National University, 2022-12-28)
    The paper focuses on malware classification, based on semantic analysis of disassembled binaries sections’ opcodes with the use of n-grams, TF-IDF indicator and machine learning algorithms. The purpose of the research is ...
  • Three language political leaning text classification using natural language processing methods 
    Kosiv, Yurii; Косів, Юрій Андрійович; Косив, Юрий Андреевич; Yakovyna, Vitaliy; Яковина, Віталій Степанович; Яковина, Виталий Степанович (Odessа Polytechnic National University, 2022-12-28)
    In this article, the problem of political leaning classificationof the text resource is solved. First, a detailed analysis of ten stud-ies on the work’s topicwas performed in the form of comparative characteristicsof the ...
  • Development of infrastructure for anomalies detectionin big data 
    Khlevna, Iuliia; Хлевна, Юлія Леонідівна; Koval, Bohdan; Коваль, Богдан Сергійович; Коваль, Богдан Сергеевич (Odessа Polytechnic National University, 2022-12-28)
    The work describes the conducted analysis of models, methods, and technologies for detecting anomalies in data. It concludes that, based on the analysis, the solution to the problem of anomaly detection in data should be ...
  • Structural and parametric models of hydro-aerodynamic systems for increasing the efficiency of energy infrastructure facilities 
    Arsirii, Vasyl; Арсірій, Василь Анатолійович; Арсирий, Василий Анатольевич; Arsirii, Olena; Арсірій, Олена Олександрівна; Арсирий, Елена Александровна; Kravchenko, Oleg; Кравченко, Олег Володимирович; Кравченко, Олег Владимирович; Ryabokon, Petro; Рябоконь, Петро Мусійович; Рябоконь, Петр Мусиевич; Kroshka, Oleksandr; Крошка, Олександр Вікторович; Крошка, Александр Викторович (Odessа Polytechnic National University, 2022-12-28)
    An analysis ofthe energy consumption structure in Ukraine shows that it is necessary to take into account the current global trends in energy efficiency during the post-war restoration of such key energy ...
  • Control of complex thermoelectric cooling units with mixed electrical connection in a uniform temperature field 
    Zaykov, Vladimir; Зайков, Володимир Петрович; Зайков, Владимир Петрович; Mescheryakov, Vladimir; Мещеряков, Володимир Іванович; Мещеряков, Владимир Іванович; Zhuravlov, Yurii; Журавльов, Юрій Іванович; Журавльов, Юрий Иванович (Odessа Polytechnic National University, 2022-12-28)
    The possibility of optimal thermal management of a number of temperature-dependent and heat-loaded elements of radio electronic equipment with calculated power dissipation is considered. Studies ...