ITTAP 2024

Table of Contents

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• Comparison of feature extraction tools for network traffic data 1-11 PDF
  Natalia Zagorodna, Taras Lechachenko, Dmytro Tymoshchuk, Ivan Horyn, Borys Lypa
• Method and tool of detecting software architecture patterns in the process of computer systems development 12-24 PDF
  Andriy Palamar, Victoria Kukharska, Serhii Kulikov, Oleh Pastukh, Vasyl Yatsyshyn
• YOLOv8, YOLOv9, and YOLOv10: A Study in Automated Vehicle Damage Detection 25-44 PDF
  Tetyana Honcharenko, Serhii Dolhopolov, Pavlo Kruk, Iryna Porokhovnichenko, Vladyslav Hots
• Improve data backup strategies with machine learning predictive analytics 45-53 PDF
  Yuri Palaniza, Mykhailo Fryz, Anatoliy Lupenko, Andrii Harasivka
• YOLOv5-based Object Detection for Construction Site Efficiency: Equipment, Tool, and Vehicle Recognition 54-73 PDF
  Tetyana Honcharenko, Serhii Dolhopolov, Denys Chernyshev, Olga Solovei
• Automated algorithm for determining surface’s oil capacity based on the analysis of the Abbot-Firestone diagram’s parameters 74-79 PDF
  Iaroslav V. Lytvynenko, Pavlo Maruschak, Volodymyr Dzyura
• Performance Benchmarking of Continuous Processing and Micro-Batch Modes in Spark Structured Streaming 80-90 PDF
  Halyna Osukhivska, Nadiia Lutsyk, Illia Fedorovych
• A Comparison of Frame-by-Frame and Aggregation Approaches for Gesture Classification Using Machine Learning 91-106 PDF
  Michal Wierzbicki, Jakub Osuchowski
• Stationarity, Ergodicity and Mixing Properties of Conditional Linear Time Series Models 107-113 PDF
  Bogdana Mlynko, Yurii Kuts, Oleksandra Kuchvara, Svitlana Kovtun, Mykhailo Fryz
• Algorithm for conceptual problem-solving using General Environment Description Language 114-128 PDF
  Nina Bakowska, Krzysztof Zatwarnicki
• Assessing Fake News Impact on Polish Political Attitudes Toward the Ukraine War 129-145 PDF
  Nataliia Dziubanovska
• Fourier Model Fitting for Vibration Analysis of Car Wheel Suspension Enhanced Damping System 146-164 PDF
  Oleg Lyashuk, Dmytro Mironov, Roman Khoroshun, Yurii Palianytsia, Mykola Stashkiv
• Modelling of automotive steel fatigue lifetime by machine learning method 165-172 PDF
  Natalia Zagorodna, Oleh Yasniy, Olha Malyshevska, Iryna Didych, Dmytro Tymoshchuk
• Modeling of highly loaded distributed system supporting the process of assessing the technical condition of objects 173-185 PDF
  Ihor Bosenko, Oleksii Yehorov, Bohdan Volokh, Svitlana Terenchuk, Bohdan Yeremenko
• Analysis of the vibration signals based on PCRP representation 186-193 PDF
  Ihor Javorskyj, Oleh Lychak, George Trokhym, Roman Khmil, Roman Yuzefovych
• An approach to evaluate a classification model to predict a construction object’s state 194-200 PDF
  Bohdan Solovei, Olga Solovei, Yuliia Riabchun
• Jordan-Gauss graphs and quadratic public keys of Multivariate Cryptography 201-216 PDF
  Vasyl Ustimenko, Oleksandr Pustovit
• The optimal controller parametric synthesis using variational calculus for a dynamic system general mathematical model 217-234 PDF
  Vasyl Lytvyn, Victoria Vysotska, Serhii Vladov, Oleksii Kryshan, Viktor Vasylenko
• Improvement of intelligent systems for creating personalized products 235-247 PDF
  Mykola Riabchykov, Viktoriia Mytsa
• A mathematical modeling of surface periodic relief after nanosecond laser processing 248-253 PDF
  Vitalii Mocharskyi, Bogdan Kovalyuk, Oksana Sitkar
• Comparison of the efficiency of autoencoders for solving clustering problems 254-272 PDF
  Violetta Demchenko, Dariia Dontsova, Serge Olszewski, Volodymyr Lytvynenko, Volodymyr Osypenko
• Analysis and strategy development for improving the performance of the Paillier cryptosystem algorithm in medical data processing 273-281 PDF
  Dmytro Mykhalyk, Volodymyr Semchyshyn
• Comparison of artificial intelligence algorithms and expert approach in risk classification in nephrology 282-297 PDF
  Szczepan Paszkiel, Dawid Pawus, Tomasz Porazko
• The selection of a structure of a neural network model for predicting the flow parameters of transport systems 298-310 PDF
  Oleh Pihnastyi, Bohdan Fedorchak, Georgii Kozhevnikov
• Analysis of the accuracy, stiffness and stability of shell structures of mirror antennas using computer modeling 311-328 PDF
  Andrii Sverstiuk, Mykola Stashkiv, Taras Dubyniak, Mykola Poshyvak, Volodymyr Nevozhai
• Comparative Analysis of Camera Calibration Algorithms for Soccer Applications 329-341 PDF
  Oleg Nazarevych, Volodymyr Hotovych, Grigorii Shymchuk, Oleksandr Sorokivskyi
• Semi-supervised learning for hyperspectral landmine detection 342-354 PDF
  Volodymyr Lytvynenko, Victor Sineglazov, Kyrylo Lesohorskyi
• Using the variational principle of leveling illumination in images 355-366 PDF
  Vladyslav Khaidurov, Vladyslav Romanenko, Anastasiia Bekesheva, Roman Yarovoy
• Mathematical and computer modelling to assess accuracy and adequacy in torque measurement 367-377 PDF
  Nadia M. Shostakivska, Mykola Poshyvak, Taras Dubyniak, Andrii Sverstiuk, Myroslava Yavorska
• Advanced data encryption method based on the monochrome pixel alphabet 378-389 PDF
  Kyrylo Smetanin, Vasyl Trysnyuk, Ihor Humeniuk, Volodymyr Okhrimchuk, Oleksandr Lahodnyi
• Comparative analysis of models for assessing asthma severity based on paraclinical studies 390-404 PDF
  Oleh Pihnastyi, Olha Kozhyna, Iuliia Karpushenko
• Use of neural networks for modelling the mechanical characteristics of epoxy composites treated with electric spark water hammer 405-418 PDF
  Petro Stukhliak, Danulo Stukhlyak, Olena Vynokurova, Oleg Totosko, Iaroslav V. Lytvynenko
• Integration of SQL Server Reporting Services into modern application infrastructure 419-426 PDF
  Dmytro Mykhalyk, Volodymyr Kuharsky
• A Speech Enhancement Based on Minimum Variance Distortion Response Beamformer in Adverse Recording Scenario 427-437 PDF
  Quan Trong The
• Using ensemble methods of machine learning to predict real estate prices 438-447 PDF
  Oleh Pastukh, Viktor Khomyshyn
• Computer robust parameter design of surface eddy current probes. Developing software design of numerical experiments creating 448-461 PDF
  Volodymyr Tychkov, Volodymyr Halchenko, Ruslana Trembovetska
• Information system for positioning and orienting antenna system 462-466 PDF
  Nadia Kryva, Nadiia Gashchyn, Sergii Glado, Yurii Hlado
• Towards Digital Twins in Rehabilitation Processes - Examples of Publicly Available Datasets 467-485 PDF
  Michal Tomaszewski, Barbara Jantos
• Information System for Design of Thin Multilayer Film Processes Parameters Management based on Diffusion 486-493 PDF
  Vitalii Chyzh, Mykhaylo Petryk, Oksana Petryk, Halyna Tsupryk
• Modeling of War-Induced Ukrainian Migration’s Impact on Poland’s Trade Using Machine Learning 494-508 PDF
  Nataliia Dziubanovska
• Secure information system for Chinese Image medicine knowledge consolidation 509-519 PDF
  Igor Kateryniuk, Halyna Lypak, Serhii A. Lupenko, Ruslan Kozak, Oleksandra Orobchuk
• Generation of camouflage based on the use of generative-competitive neural networks 520-531 PDF
  Michael Zgurovsky, Dmytro Nikulin, Victor Sineglazov, Kyrylo Lesohorskyi
• Software module for project analysis in mechanical processing and welding of frame structures 532-539 PDF
  Volodymyr Shanaida, Ruslan Skliarov, Valeriy Lazaryuk
• Microcontroller system for air quality monitoring 540-553 PDF
  Houda El Bouhissi, Tetyana Hovorushchenko, Andrii Martsenyuk, Vyacheslav Bachuk, Vladyslav Sevostyanov
• Computer assisted analysis of transgranular and intergranular micromechanisms of brittle fracture 554-559 PDF
  Pavlo Maruschak, Ihor Konovalenko
• Behavioral model of autonomous robotic systems using reinforcement learning methods 560-568 PDF
  Igor Achkasov, Yevhenii Borodavka, Oleksii Matsiievskyi, Roman Mazurenko
• Application of machine learning methods to the prediction of NO2 concentration in the air environment 569-577 PDF
  Mykola Mytnyk, Iryna Didych, Andrii Stanko, Andrii Mykytyshyn
• Efficiency of Regression Testing Strategies in CI/CD Environments 578-590 PDF
  Maksym Delembovskyi, Dmytro Lukavenko
• Decoding Emotional Complexity: Challenges in Emotions Classification Using the CMU Dataset 591-601 PDF
  Zineb Bougriche, Rafal Gasz
• Mathematical and numerical modeling of nonlinear deformation processes 602-609 PDF
  Mykhailo Mykhailyshyn, Roman Mykhailyshyn, Halyna Semenyshyn
• Principles of construction of an adaptive multilevel system of monitoring and diagnostics of complex technical objects 610-616 PDF
  Hanna Martyniuk, Nadiia Marchenko, Tetiana Scherbak, Larysa Chubko, Olena Monchenko
• An Adaptive Post - Filtering - Based Generalized Sidelobe Canceller Beamformer’s Speech Enhancement 617-627 PDF
  Quan Trong The