• 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 ...
• A cluster approach to matching the competences of data specialists with skills in demand on the labour market 

  Kobets, Vitaliy M.; Кобець, Віталій Миколайович; Gulin, Oleksii V.; Гулін, Олексій Вадимович; Nosov, Pavlo S.; Носов, Павло Сергійович (Odessа Polytechnic National University, 2024-09-27)

  This paper addresses the challenge of aligning the competences of data specialists with skills in demand on the labour market in the rapidly evolving field of data science. Using an open dataset of 3,744 IT job postings, ...
• Anomaly detection in crowded scenes: technologies, challenges and opportunities 

  Dobryshev, Ruslan Y.; Добришев, Руслан Євгенович (Odessа Polytechnic National University, 2024-09-27)

  The paper discusses advancements in intelligent video surveillance systems, particularly focused on anomaly detection in crowded environments. These systems aim to enhance public safety by automatically detecting unusual ...
• Сombat operations model of a single self-propelled artillery system for the computer game ARMA 3 

  Demydenko, Volodymyr E.; Деміденко, Володимир Едуардович; Maksymov, Maksym V.; Максимов, Максим Віталійович; Boltenkov, Viktor O.; Болтьонков, Віктор Олексійович (Odessа Polytechnic National University, 2024-09-27)

  Military computer games are an important segment of the world media culture and media business. In addition to the entertainment aspect, military simulators play an important role in the training of future military ...
• On the method of building of non-basic GL-models which are formed on combination of edge functions of basic models 

  Romankevich, Vitaliy A.; Романкевич, Віталій Олексійович; Morozov, Kostiantyn V.; Морозов, Костянтин В’ячеславович; Romankevich, Alexei M.; Романкевич, Олексій Михайлович; Morozova, Anna V.; Морозова, Анна Володимирівна; Zacharioudakis, Lefteris; Захаріудакіс, Лефтеріс (Odessа Polytechnic National University, 2024-05-24)

  This work is dedicated to the problem of building GL-models of behavior of non-basic fault-tolerant multiprocessor systems in the failure flow. Such models can be used to calculate the reliability parameters of the latter. ...
• The improvement of web-application SDL process to prevent Insecure Design vulnerabilities 

  Revniuk, Oleksandr A.; Ревнюк, Олександр Андрійович; Zagorodna, Nataliya V.; Загородна, Наталія Володимирівна; Kozak, Ruslan O.; Козак, Руслан Орестович; Karpinski, Mikolaj; Карпінський, Микола Петрович; Flud, Liubomyr O.; Флуд, Любомир Олегович (Odessа Polytechnic National University, 2024-05-24)

  According to the latest “OWASP Top Ten” list, “Insecure Design” vulnerability is one of the key factors affecting the level of data protection and functional reliability. Heightening attention to this issue is pertinent ...
• Face recognition using ten-variate prediction ellipsoids for normalized data with different quantiles 

  Prykhodko, Sergiy B.; Приходько, Сергій Борисович; Trukhov, Artem S.; Трухов, Артем Сергійович (Odessа Polytechnic National University, 2024-05-24)

  Facial recognition technology plays a pivotal role in various domains, including security systems, entertainment, and identity verification. However, the low probability of identifying a person by face can have negative ...
• Effective documentation practices for enhancing user interaction through GPT-powered conversational interfaces 

  Sheremet, Oleksii I.; Шеремет, Олексій Іванович; Sadovoi, Oleksandr V.; Садовой, Олександр Валентинович; Sheremet, Kateryna S.; Шеремет, Катерина Сергіївна; Sokhina, Yuliia V.; Сохіна, Юлія Віталіївна (Odessа Polytechnic National University, 2024-05-24)

  The article presents a detailed overview of the integration of ChatGPT with PDF documents using the LangChain infrastructure, highlighting significant advances in natural language processing and information retrieval. This ...
• A model and method for enhancing the efficiency of processing operation queues at maximum server equipment load 

  Surkov, Sergii S.; Сурков, Сергій Сергійович; Martynyuk, Oleksandr M.; Мартинюк, Олександр Миколайович; Drozd, Oleksandr Va.; Дрозд, Олександр Валентинович; Drozd, Myroslav O.; Дрозд, Мирослав Олександрович (Odessа Polytechnic National University, 2024-05-24)

  Existing solutions aimed at preventing excessive parallelization, reducing processing times, and forecasting load accuracy in operation queues were analyzed. Subsequently, a new model and method designed to enhance the ...
• Information model of acoustic string musical instrument and method of automated professional tuning of instruments 

  Komleva, Nataliia O.; Комлева, Наталія Олегівна; Sychkov, Vitalii S.; Сичков, Віталій Сергійович (Odessа Polytechnic National University, 2024-05-24)

  The article discusses the issue of automating the tuning of acoustic string musical instruments. The goal of the work is to formalize the characteristics of acoustic signals that must be taken into account during automated ...

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