Registration Number
0226U004120,
(0125U003578)
, R & D reports
Title
Modern information technologies in the scientific and professional field.
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Сучасні інформаційні технології в науковій та професійній сфері
Head
Serhiienko Anastasiia V., Кандидат технічних наук
Registration Date
02-07-2026
Organization
State Higher Educational Institution "Azov State Technical University"
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Enhancing the efficiency of solving applied, practical, and scientific tasks through the implementation and use of modern information technologies.
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The object of research involves the processes of intelligent media data processing and compression, software verification strategies, dynamic memory management optimization methods, and models for text information recognition on complex visual carriers. The work aims to increase the efficiency, reliability, and performance of modern information systems by developing and improving machine learning methods, data analysis algorithms, and software architecture optimization. Research methods include the theory of deep learning (specifically convolutional autoencoder and neural network architectures), digital signal processing methods, software testing and graph theory, as well as systemic analysis of resource management mechanisms in interpreted programming languages. Experimental studies were conducted using modern computing environments and open specialized datasets. The scientific novelty lies in optimizing autoencoder architectures for image compression, adapting testing strategies to resource-constrained environments, increasing the noise immunity of text recognition models, and substantiating new approaches to minimizing latency in garbage collection processes. The practical results encompass developed software modules, optimized algorithms, and methodological guidelines for software engineers. Field of application: IT industry, artificial intelligence systems development, computer vision, high-complexity systems testing, and systems software engineering.
Product Description
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Iryna F. Marchenko
Olha V. Kryvenko
Anastasiia V. Serhiienko
Olena Y. Balalaieva
Volodymyr M. Suslov
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2026-07-02
