No. 4 (2024): Information Technologies: Theoretical and Applied Problems (ITTAP 2024)

Articles:

• Comparison of feature extraction tools for network traffic data1-11
  Borys Lypa, Ivan Horyn, Natalia Zagorodna, Dmytro Tymoshchuk, Taras Lechachenko
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• Method and tool of detecting software architecture patterns in the process of computer systems development12-24
  Vasyl Yatsyshyn, Oleh Pastukh, Victoria Kukharska, Andriy Palamar, Serhii Kulikov
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• YOLOv8, YOLOv9, and YOLOv10: A Study in Automated Vehicle Damage Detection25-44
  Serhii Dolhpolov, Tetyana Honcharenko, Vladyslav Hots, Pavlo Kruk, Iryna Porokhovnichenko
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• Improve data backup strategies with machine learning predictive analytics45-53
  Andrii Harasivka, Anatolii Lupenko, Yuri Palaniza, Mykhailo Fryz
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• YOLOv5-based Object Detection for Construction Site Efficiency: Equipment, Tool, and Vehicle Recognition54-73
  Serhii Dolhopolov, Tetyana Honcharenko, Denys Chernyshev, Olga Solovei
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• Automated algorithm for determining surface’s oil capacity based on the analysis of the Abbot-Firestone diagram’s parameters74-79
  Iaroslav Lytvynenko, Volodymyr Dzyura, Pavlo Maruschak
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• Performance Benchmarking of Continuous Processing and Micro-Batch Modes in Spark Structured Streaming80-90
  Illia Fedorovych, Halyna Osukhivska, Nadiia Lutsyk
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• A Comparison of Frame-by-Frame and Aggregation Approaches for Gesture Classification Using Machine Learning91-106
  Michał Wierzbicki, Jakub Osuchowski
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• Stationarity, Ergodicity and Mixing Properties of Conditional Linear Time Series Models107-113
  Mykhailo Fryz, Svitlana Kovtun, Yurii Kuts, Bogdana Mlynko, Oleksandra Kuchvara
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• Algorithm for conceptual problem-solving using General Environment Description Language114-128
  Nina Bąkowska, Krzysztof Zatwarnicki
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• Assessing Fake News Impact on Polish Political Attitudes Toward the Ukraine War129-145
  Nataliia Dziubanovska
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• Fourier Model Fitting for Vibration Analysis of Car Wheel Suspension Enhanced Damping System146-164
  Oleg Lyashuk, Mykola Stashkiv, Yurii Palianytsia, Roman Khoroshun, Dmytro Mironov
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• Modelling of automotive steel fatigue lifetime by machine learning method165-172
  Oleh Yasniy, Dmytro Tymoshchuk, Iryna Didych, Nataliya Zagorodna, Olha Malyshevska
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• Modeling of highly loaded distributed system supporting the process of assessing the technical condition of objects173-185
  Oleksii Yehorov, Bohdan Volokh, Ihor Bosenko, Bohdan Yeremenko, Svitlana Terenchuk
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• Analysis of the vibration signals based on PCRP representation186-193
  Roman Yuzefovych, Ihor Javorskyj, Oleh Lychak, Roman Khmil, George Trokhym
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• An approach to evaluate a classification model to predict a construction object’s state194-200
  Olga Solovei, Bohdan Solovei, Yuliia Riabchun
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• Jordan-Gauss graphs and quadratic public keys of Multivariate Cryptography201-216
  Vasyl Ustimenko, Oleksandr Pustovit
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• The optimal controller parametric synthesis using variational calculus for a dynamic system general mathematical model217-234
  Victoria Vysotska, Vasyl Lytvyn, Serhii Vladov, Viktor Vasylenko, Oleksii Kryshan
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• Improvement of intelligent systems for creating personalized products235-247
  Viktoriia Mytsa, Mykola Riabchykov
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• A mathematical modeling of surface periodic relief after nanosecond laser processing248-253
  Vitalii Mocharskyi, Bogdan Kovalyuk, Oksana Sitkar
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• Comparison of the efficiency of autoencoders for solving clustering problems254-272
  Volodymyr Lytvynenko, Serge Olszewski, Volodymyr Osypenko, Violeta Demchenko, Dariia Dontsova
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• Analysis and strategy development for improving the performance of the Paillier cryptosystem algorithm in medical data processing273-281
  Volodymyr Semchyshyn, Dmytro Mykhalyk
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• Comparison of artificial intelligence algorithms and expert approach in risk classification in nephrology282-297
  Dawid Pawuś, Szczepan Paszkiel, Tomasz Porażko
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• The selection of a structure of a neural network model for predicting the flow parameters of transport systems298-310
  Oleh Pihnastyi, Georgii Kozhevnikov, Bohdan Fedorchak
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• Analysis of the accuracy, stiffness and stability of shell structures of mirror antennas using computer modeling311-328
  Andrii Sverstiuk, Taras Dubynyak, Mykola Stashkiv, Volodymyr Nevozhai, Mykola Poshyvak
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• Comparative Analysis of Camera Calibration Algorithms for Soccer Applications329-341
  Oleksandr Sorokivskyi, Volodymyr Hotovych, Oleg Nazarevych, Grygorii Shymchuk
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• Semi-supervised learning for hyperspectral landmine detection342-354
  Victor Sineglazov, Volodymyr Lytvynenko, Kyrylo Lesohorskyi
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• Using the variational principle of leveling illumination in images355-366
  Anastasiia Bekesheva, Vladyslav Khaidurov, Vladyslav Romanenko, Roman Yarovoy
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• Mathematical and computer modelling to assess accuracy and adequacy in torque measurement367-377
  Andrii Sverstiuk, Taras Dubynyak, Nadia Shostakivska, Myroslava Yavorska, Mykola Poshyvak
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• Advanced data encryption method based on the monochrome pixel alphabet378-389
  Vasyl Trysnyuk, Kyrylo Smetanin, Ihor Humeniuk, Oleksandr Lahodnyi, Volodymyr Okhrimchuk
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• Comparative analysis of models for assessing asthma severity based on paraclinical studies390-404
  Oleh Pihnastyi, Olha Kozhyna, Iuliia Karpushenko
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• Use of neural networks for modelling the mechanical characteristics of epoxy composites treated with electric spark water hammer405-418
  Petro Stukhliak, Oleg Totosko, Danulo Stukhlyak, Olena Vynokurova, Iaroslav Lytvynenko
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• Integration of SQL Server Reporting Services into modern application infrastructure419-426
  Volodymyr Kuharsky, Dmytro Mykhalyk
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• A Speech Enhancement Based on Minimum Variance Distortion Response Beamformer in Adverse Recording Scenario427-437
  Quan Trong The
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• Using ensemble methods of machine learning to predict real estate prices438-447
  Oleh Pastukh, Viktor Khomyshyn
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• Computer robust parameter design of surface eddy current probes. Developing software design of numerical experiments creating448-461
  Volodymyr Halchenko, Ruslana Trembovetska, Volodymyr Tychkov
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• Information system for positioning and orienting antenna system462-466
  Yurii Hlado, Nadia Kryva, Nadia Gashchyn, Sergii Glado
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• Towards Digital Twins in Rehabilitation Processes – Examples of Publicly Available Datasets467-485
  Barbara Jantos, Michał Tomaszewski
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• Information System for Design of Thin Multilayer Film Processes Parameters Management based on Diffusion486-493
  Mykhaylo Petryk, Vitalii Chyzh, Halyna Tsupryk, Oksana Petryk
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• Modeling of War-Induced Ukrainian Migration’s Impact on Poland’s Trade Using Machine Learning494-508
  Nataliia Dziubanovska
  DOI
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• Secure information system for Chinese Image medicine knowledge consolidation509-519
  Serhii Lupenko, Oleksandra Orobchuk, Igor Kateryniuk, Ruslan Kozak, Halyna Lypak
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• Generation of camouflage based on the use of generative-competitive neural networks520-531
  Victor Sineglazov, Michael Zgurovsky, Dmytro Nikulin, Kyrylo Lesohorskyi
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• Software module for project analysis in mechanical processing and welding of frame structures532-539
  Volodymyr Shanaida, Valeriy Lazaryuk, Ruslan Skliarov
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• Microcontroller system for air quality monitoring540-553
  Tetiana Hovorushchenko, Vyacheslav Bachuk, Vladyslav Sevostyanov, Andrii Martsenyuk, Houda El Bouhissi
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• Computer assisted analysis of transgranular and intergranular micromechanisms of brittle fracture554-559
  Ihor Konovalenko, Pavlo Maruschak
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• Behavioral model of autonomous robotic systems using reinforcement learning methods560-568
  Oleksii Matsiievskyi, Igor Achkasov, Yevhenii Borodavka, Roman Mazurenko
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• Application of machine learning methods to the prediction of NO2 concentration in the air environment569-577
  Iryna Didych, Andrii Mykytyshyn, Andrii Stanko, Mykola Mytnyk
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• Efficiency of Regression Testing Strategies in CI/CD Environments578-590
  Dmytro Lukavenko, Maksym Delembovskyi
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• Decoding Emotional Complexity: Challenges in Emotions Classification Using the CMU Dataset591-601
  Zineb Bougriche, Rafał Gasz
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• Mathematical and numerical modeling of nonlinear deformation processes602-609
  Мykhailo Мykhailyshyn, Roman Mykhailyshyn, Halyna Semenyshyn
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• Principles of construction of an adaptive multilevel system of monitoring and diagnostics of complex technical objects610-616
  Nadiia Marchenko, Olena Monchenko, Hanna Martyniuk, Larysa Chubko, Tetiana Scherbak
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• An Adaptive Post – Filtering – Based Generalized Sidelobe Canceller Beamformer’s Speech Enhancement617-627
  Quan Trong The
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