03.01.2025

Vol. 21, No. 3, 2024

INFORMATION TECHNOLOGY AND COMPUTER ENGINEERING
 
ISSN 1999-9941
e-ISSN 2078-6387
 
Publisher: VINNYTSIA NATIONAL TECHNICAL UNIVERSITY
11 Articles
19 Authors

Neural network architecture for real-time QR code recognition

26.12.2024

Hlib Serediuk, Vladimir Garmash
  • Keywords convolutional neural networks; mobile devices; video stream processing; Early Stopping Mechanism; residual-and-excitation units; computer vision
  • DOI https://doi.org/10.63341/vitce/3.2024.09

Method of multi-purpose term search in the terminology database

26.12.2024

Andriy Yarovyi, Dmytro Kudriavtsev
  • Keywords terminological knowledge base; semantic similarity; Louvain algorithm; vector representations; natural language processing
  • DOI https://doi.org/10.63341/vitce/3.2024.20

Optimising service quality and network efficiency in legacy networks by integrating SDN and broadband

26.12.2024

Oleksandr Pidpalyi
  • Keywords software management; wireless technologies; resource virtualisation; capacity analysis; adaptive systems
  • DOI https://doi.org/10.63341/vitce/3.2024.29

Chat-based translation of Slavic languages with large language models

26.12.2024

Olena Sokol
  • Keywords LLM; prompt engineering; NLP; TER; COMET; text correlation analysis; CHRF
  • DOI https://doi.org/10.63341/vitce/3.2024.43

Comparative analysis of the results of pseudorandom number generators for digital noise generation

26.12.2024

Oleksandr Isakov, Stepan Voitusik
  • Keywords information security; noise characteristics; statistical randomness tests; spectral analysis; performance tests; signal noise
  • DOI https://doi.org/10.63341/vitce/3.2024.53

Optimising fuzzy hash function parameters for ensuring compliance with Open Data Regulations

26.12.2024

Leonid Maidanevych, Natalia Kondratenko, Vitaliy Kazmirevsky
  • Keywords fuzzy hash function parameters; website monitoring; government electronic resources; algorithm accuracy; optimization parameters; similarity detection; violation of provisions
  • DOI https://doi.org/10.63341/vitce/3.2024.65

Correction of roll-caused stripe noise in side scan sonar images

26.12.2024

Oleksandr Katrusha
  • Keywords seafloor; greyscale; intensity; roll; correction; machine learning; neural network
  • DOI https://doi.org/10.63341/vitce/3.2024.77

Advancements in automated traffic management using fuzzy logic: Prospects and challenges

26.12.2024

Vladyslav Gandrybida, Dmytro Bondarenko, Volodymyr Sevastyanov
  • Keywords traffic optimization; traffic intensity management; information technology integration; adaptation to traffic conditions; transport infrastructure; intelligent transport systems; traffic congestion
  • DOI https://doi.org/10.63341/vitce/3.2024.86

Mathematical models of individualised learning based on decision theory

26.12.2024

Ivan Vovchok
  • Keywords adaptive educational systems; Bayesian optimisation; Bellman function; Markov processes; game-theoretic approach; cognitive trajectories
  • DOI https://doi.org/10.63341/vitce/3.2024.96

Analysis of the decision-making algorithm efficiency in complex game environments on the example of Pac-Man

26.12.2024

Artem Novikov, Volodymyr Yanovskyi
  • Keywords simulation environments; Expectimax; MCTS; Alpha-Beta Pruning; autonomous navigation
  • DOI https://doi.org/10.63341/vitce/3.2024.108

Improved A/B testing acceleration methods for parametric hypothesis testing: T-test comparison with CUPED, CUPED++ and Bayesian Estimator

26.12.2024

Artur Markov
  • Keywords statistical analysis; correction of variations; effectiveness of approaches; data processing; modelling of experiments
  • DOI https://doi.org/10.63341/vitce/3.2024.119