Research result. Information technologies
Volume 9, Issue №2, 2024
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INFORMATION SYSTEM AND TECHNOLOGIES
ON ESTIMATING THE SIZE OF INFORMATIVE FRAGMENTS IN THE SEA SURFACE IMAGES
The paper proposes a solution to one of the problems arising in the construction of modern traffic safety systems in marine areas, namely, estimating the size of informative ...
INVESTIGATION OF AUTHENTICATION METHODS ON WEB SERVICES. CURRENT TRENDS AND DEVELOPMENT PROSPECTS
In the development of information technology, software and data protection on web services are of great importance. To ensure security, various methods are used, and one of the ...
METHODS OF EMBEDDING CONTROL INFORMATION IN IMAGES
The paper discusses various methods of steganography used to embed control information in digital images. The main focus is on the principles of operation, advantages and disadvantages of ...
INSTRUMENTAL SUPPORT FOR CONSTRUCTING AND USING SYSTEM-OBJECT THREE-DIMENSIONAL CLASSIFICATION
The article discusses the problem of instrumental support for construction and use procedures using the system-object approach of three-dimensional classification (SO3K). The possibilities of forecasting and management support ...
ANALYSIS OF OPEN-SOURCE INTRUSION DETECTION AND PREVENTION SYSTEMS FOR INTEGRATION WITH RUSSIAN OPERATING SYSTEMS
The article reviewed IDS/IPS such as Snort, Suricata, Fail2Ban and OSSEC, which have open-source code. Their mechanisms for ensuring network security, including architecture, functions, tools and implemented tasks, ...
AUTOMATION AND CONTROL
HOLACRATIC MANAGEMENT MODELS IN ORGANIZATIONAL SYSTEMS
This article presents research results of holacratic models implementation for high-tech sector of Russian and foreign markets. The relevance of conceptual models implementation to organizational systems is caused ...
ARTIFICIAL INTELLIGENCE AND DECISION MAKING
ABOUT THE USE OF MACHINE LEARNING IN MODELING BUSINESS PROCESSES
In a highly competitive environment, as well as the activation of the domestic production market, enterprises need to quickly adapt to modern conditions. There is an obvious increase ...
COMPARATIVE ANALYSIS OF DEEP LEARNING ALGORITHMS WITH REINFORCEMENT DDPG, PPO AND SAC FOR UNMANNED CAR CONTROL IN CARLA SIMULATOR
This paper presents a comparative analysis of three advanced deep reinforcement learning algorithms: Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Soft Actor-Critic (SAC) implemented in ...
