Інформаційні технології та комп'ютерна інженерія. 2024. № 3
Останні надходження
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Improved A/B testing acceleration methods for parametric hypothesis testing: T-test comparison with CUPED, CUPED++ and Bayesian Estimator
(ВНТУ, 2024)The study aimed to compare statistical analysis methods to improve the testing of alternatives. The study evaluated four main methods: the classic T-test, the conventional and advanced method of Controlled Experiments Using ... -
Analysis of the decision-making algorithm efficiency in complex game environments on the example of Pac-Man
(ВНТУ, 2024)Game simulations such as Pac-Man are substantial for testing decision-making algorithms in conditions that mimic real-life scenarios. This creates new opportunities for the development of autonomous systems that can adapt ... -
Mathematical models of individualised learning based on decision theory
(ВНТУ, 2024)The study provided theoretical substantiation and development of a system of mathematical models for the individualisation of the educational process based on the integration of decision theory methods. The developed system ... -
Advancements in automated traffic management using fuzzy logic: Prospects and challenges
(ВНТУ, 2024)This article reviews modern methods of automated traffic flow control based on fuzzy logic, which enables the processing of incomplete or imprecise information – a characteristic feature of dynamic traffic conditions. The ... -
Correction of roll-caused stripe noise in side scan sonar images
(ВНТУ, 2024)Ensuring high-quality images obtained using side-scan sonar is crucial for enhancing the effectiveness of underwater research, as distortions such as striping noise can complicate data analysis. The aim of this paper was ... -
Comparative analysis of the results of pseudorandom number generators for digital noise generation
(ВНТУ, 2024)The paper presents the results of a study of the characteristics of five different pseudorandom number generators for use in digital noise generation problems used to mask signals in cybersecurity. The relevance of the ... -
Chat-based translation of Slavic languages with large language models
(ВНТУ, 2024)Modern large language models (LLMs) have demonstrated significant advances in machine translation, particularly for Slavic languages that are less commonly represented in traditional translation datasets. This study aimed ... -
Optimising service quality and network efficiency in legacy networks by integrating SDN and broadband
(ВНТУ, 2024)The study aimed to develop an empirical model for optimising the quality of service (QoS) and improving the efficiency of telecommunications networks by integrating software-defined networking (SDN) and broadband Internet ... -
Method of multi-purpose term search in the terminology database
(ВНТУ, 2024)This study investigated the method of multi-purpose term search in a terminological knowledge base, which is based on semantic analysis and the use of modern natural language processing methods. The study considered the ... -
Neural network architecture for real-time QR code recognition
(ВНТУ, 2024)The study investigated modern neural network architectures for efficient real-time recognition of QR codes, which is critical for the development of mobile applications and industrial control systems. The study analysed ... -
Optimising fuzzy hash function parameters for ensuring compliance with Open Data Regulations
(ВНТУ, 2024)The aim of this study was to investigate the parameters of the hash function to enhance the efficiency and accuracy of detecting similarities in text fragments across various web resources when monitoring compliance with ...
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