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ORCID4th ITTAP 2024, Ternopil, Ukraine / Opole, Poland
- Iaroslav V. Lytvynenko, Serhii A. Lupenko:
Proceedings of the 4th International Workshop on Information Technologies: Theoretical and Applied Problems 2024, Ternopil, Ukraine and Opole, Poland, October 23-25, 2024. CEUR Workshop Proceedings 3896, CEUR-WS.org 2025
Session 1: Day 1
- Borys Lypa, Ivan Horyn, Natalia Zagorodna, Dmytro Tymoshchuk, Taras Lechachenko:
Comparison of feature extraction tools for network traffic data. 1-11 - Vasyl Yatsyshyn, Oleh Pastukh, Victoria Kukharska, Andriy Palamar, Serhii Kulikov:
Method and tool of detecting software architecture patterns in the process of computer systems development. 12-24 - Serhii Dolhopolov, Tetyana Honcharenko, Vladyslav Hots, Pavlo Kruk, Iryna Porokhovnichenko:
YOLOv8, YOLOv9, and YOLOv10: A Study in Automated Vehicle Damage Detection. 25-44 - Andrii Harasivka, Anatoliy Lupenko, Yuri Palaniza, Mykhailo Fryz:
Improve data backup strategies with machine learning predictive analytics. 45-53 - Serhii Dolhopolov, Tetyana Honcharenko, Denys Chernyshev, Olga Solovei:
YOLOv5-based Object Detection for Construction Site Efficiency: Equipment, Tool, and Vehicle Recognition. 54-73 - Iaroslav Lytvynenko, Volodymyr Dzyura, Pavlo Maruschak:
Automated algorithm for determining surface's oil capacity based on the analysis of the Abbot-Firestone diagram's parameters. 74-79 - Illia Fedorovych, Halyna Osukhivska, Nadiia Lutsyk:
Performance Benchmarking of Continuous Processing and Micro-Batch Modes in Spark Structured Streaming. 80-90 - Michal Wierzbicki, Jakub Osuchowski:
A Comparison of Frame-by-Frame and Aggregation Approaches for Gesture Classification Using Machine Learning. 91-106 - Mykhailo Fryz, Svitlana Kovtun, Yurii Kuts, Bogdana Mlynko, Oleksandra Kuchvara:
Stationarity, Ergodicity and Mixing Properties of Conditional Linear Time Series Models. 107-113 - Nina Bakowska, Krzysztof Zatwarnicki:
Algorithm for conceptual problem-solving using General Environment Description Language. 114-128 - Nataliia Dziubanovska:
Assessing Fake News Impact on Polish Political Attitudes Toward the Ukraine War. 129-145 - Oleg Lyashuk, Mykola Stashkiv, Yurii Palianytsia, Roman Khoroshun, Dmytro Mironov:
Fourier Model Fitting for Vibration Analysis of Car Wheel Suspension Enhanced Damping System. 146-164 - Oleh Yasniy, Dmytro Tymoshchuk, Iryna Didych, Nataliya Zagorodna, Olha Malyshevska:
Modelling of automotive steel fatigue lifetime by machine learning method. 165-172 - Oleksii Yehorov, Bohdan Volokh, Ihor Bosenko, Bohdan Yeremenko, Svitlana Terenchuk:
Modeling of highly loaded distributed system supporting the process of assessing the technical condition of objects. 173-185 - Roman Yuzefovych, Ihor Javorskyj, Oleh Lychak, Roman Khmil, George Trokhym:
Analysis of the vibration signals based on PCRP representation. 186-193 - Olga Solovei, Bohdan Solovei, Yuliia Riabchun:
An approach to evaluate a classification model to predict a construction object's state. 194-200 - Vasyl Ustimenko, Oleksandr Pustovit:
Jordan-Gauss graphs and quadratic public keys of Multivariate Cryptography. 201-216 - Victoria Vysotska, Vasyl Lytvyn, Serhii Vladov, Viktor Vasylenko, Oleksii Kryshan:
The optimal controller parametric synthesis using variational calculus for a dynamic system general mathematical model. 217-234 - Viktoriia Mytsa, Mykola Riabchykov:
Improvement of intelligent systems for creating personalized products. 235-247 - Vitalii Mocharskyi, Bogdan Kovalyuk, Oksana Sitkar:
A mathematical modeling of surface periodic relief after nanosecond laser processing. 248-253 - Volodymyr Lytvynenko, Serge Olszewski, Volodymyr Osypenko, Violetta Demchenko, Dariia Dontsova:
Comparison of the efficiency of autoencoders for solving clustering problems. 254-272 - Volodymyr Semchyshyn, Dmytro Mykhalyk:
Analysis and strategy development for improving the performance of the Paillier cryptosystem algorithm in medical data processing. 273-281 - Dawid Pawus, Szczepan Paszkiel, Tomasz Porazko:
Comparison of artificial intelligence algorithms and expert approach in risk classification in nephrology. 282-297 - Oleh Pihnastyi, Georgii Kozhevnikov, Bohdan Fedorchak:
The selection of a structure of a neural network model for predicting the flow parameters of transport systems. 298-310 - Andrii Sverstiuk, Taras Dubynyak, Mykola Stashkiv, Volodymyr Nevozhai, Mykola Poshyvak:
Analysis of the accuracy, stiffness and stability of shell structures of mirror antennas using computer modeling. 311-328 - Oleksandr Sorokivskyi, Volodymyr Hotovych, Oleg Nazarevych, Grigorii Shymchuk:
Comparative Analysis of Camera Calibration Algorithms for Soccer Applications. 329-341
Session 1: Day 2
- Victor Sineglazov, Volodymyr Lytvynenko, Kyrylo Lesohorskyi:
Semi-supervised learning for hyperspectral landmine detection. 342-354 - Anastasiia Bekesheva, Vladyslav Khaidurov, Vladyslav Romanenko, Roman Yarovoy:
Using the variational principle of leveling illumination in images. 355-366 - Andrii Sverstiuk, Taras Dubynyak, Nadia M. Shostakivska, Myroslava Yavorska, Mykola Poshyvak:
Mathematical and computer modelling to assess accuracy and adequacy in torque measurement. 367-377 - Vasyl Trysnyuk, Kyrylo Smetanin, Ihor Humeniuk, Oleksandr Lahodnyi, Volodymyr Okhrimchuk:
Advanced data encryption method based on the monochrome pixel alphabet. 378-389 - Oleh Pihnastyi, Olha Kozhyna, Iuliia Karpushenko:
Comparative analysis of models for assessing asthma severity based on paraclinical studies. 390-404 - Petro Stukhliak, Oleg Totosko, Danulo Stukhlyak, Olena Vynokurova, Iaroslav Lytvynenko:
Use of neural networks for modelling the mechanical characteristics of epoxy composites treated with electric spark water hammer. 405-418 - Volodymyr Kuharsky, Dmytro Mykhalyk:
Integration of SQL Server Reporting Services into modern application infrastructure. 419-426 - Quan Trong The:
A Speech Enhancement Based on Minimum Variance Distortion Response Beamformer in Adverse Recording Scenario. 427-437 - Oleh Pastukh, Viktor Khomyshyn:
Using ensemble methods of machine learning to predict real estate prices. 438-447 - Volodymyr Halchenko, Ruslana Trembovetska, Volodymyr Tychkov:
Computer robust parameter design of surface eddy current probes. Developing software design of numerical experiments creating. 448-461 - Yurii Hlado, Nadia Kryva, Nadiia Gashchyn, Sergii Glado:
Information system for positioning and orienting antenna system. 462-466 - Barbara Jantos, Michal Tomaszewski:
Towards Digital Twins in Rehabilitation Processes - Examples of Publicly Available Datasets. 467-485 - Mykhaylo Petryk, Vitalii Chyzh, Halyna Tsupryk, Oksana Petryk:
Information System for Design of Thin Multilayer Film Processes Parameters Management based on Diffusion. 486-493 - Nataliia Dziubanovska:
Modeling of War-Induced Ukrainian Migration's Impact on Poland's Trade Using Machine Learning. 494-508 - Serhii Lupenko, Oleksandra Orobchuk, Igor Kateryniuk, Ruslan Kozak, Halyna Lypak:
Secure information system for Chinese Image medicine knowledge consolidation. 509-519 - Victor Sineglazov, Michael Zgurovsky, Dmytro Nikulin, Kyrylo Lesohorskyi:
Generation of camouflage based on the use of generative-competitive neural networks. 520-531 - Volodymyr Shanaida, Valeriy Lazaryuk, Ruslan Skliarov:
Software module for project analysis in mechanical processing and welding of frame structures. 532-539 - Tetiana Hovorushchenko, Vyacheslav Bachuk, Vladyslav Sevostyanov, Andrii Martsenyuk, Houda El Bouhissi:
Microcontroller system for air quality monitoring. 540-553 - Ihor Konovalenko, Pavlo Maruschak:
Computer assisted analysis of transgranular and intergranular micromechanisms of brittle fracture. 554-559 - Oleksii Matsiievskyi, Igor Achkasov, Yevhenii Borodavka, Roman Mazurenko:
Behavioral model of autonomous robotic systems using reinforcement learning methods. 560-568 - Iryna Didych, Andrii Mykytyshyn, Andrii Stanko, Mykola Mytnyk:
Application of machine learning methods to the prediction of NO2 concentration in the air environment. 569-577 - Dmytro Lukavenko, Maksym Delembovskyi:
Efficiency of Regression Testing Strategies in CI/CD Environments. 578-590 - Zineb Bougriche, Rafal Gasz:
Decoding Emotional Complexity: Challenges in Emotions Classification Using the CMU Dataset. 591-601 - Mykhailo Mykhailyshyn, Roman Mykhailyshyn, Halyna Semenyshyn:
Mathematical and numerical modeling of nonlinear deformation processes. 602-609 - Nadiia Marchenko, Olena Monchenko, Hanna Martyniuk, Larysa Chubko, Tetiana Scherbak:
Principles of construction of an adaptive multilevel system of monitoring and diagnostics of complex technical objects. 610-616 - Quan Trong The:
An Adaptive Post - Filtering - Based Generalized Sidelobe Canceller Beamformer's Speech Enhancement. 617-627
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