Research result. Information technologies
Volume 9, Issue №4, 2024
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INFORMATION SYSTEM AND TECHNOLOGIES
ON THE ISSUE OF DIGITAL TRANSFORMATION OF ORGANIZATIONAL AND BUSINESS PROCESSES
The paper considers the problems of digital transformation of organizational and business processes. The analysis of such concepts as "digital transformation" and "digitalization" is given. From the standpoint ...
AUTOMATION AND CONTROL
ABOUT BEHAVIORAL ANALYTICS FOR THE SYSTEM FOR PROTECTION AGAINST TARGETED ATTACKS AND ITS APPLICATION FOR OPERATING SYSTEMS OF THE ASTRA LINUX FAMILY
The article discusses the task of developing a behavioral analytics subsystem for a system of protection against targeted attacks and the application of its work on operating systems ...
ARTIFICIAL INTELLIGENCE AND DECISION MAKING
COMPARISON OF THE STRUCTURE, EFFICIENCY, AND SPEED OF OPERATION OF FEEDFORWARD, CONVOLUTIONAL, AND RECURRENT NEURAL NETWORKS
This article examines the efficiency of fully connected, recurrent, and convolutional neural networks in the context of developing a simple model for weather forecasting. The architectures ...
OPTIMIZATION OF THE VOLUME OF TECHNICAL MEANS OF MACHINE LEARNING OF THE INFORMATION PROTECTION SYSTEM OF KEY SYSTEMS OF INFORMATION INFRASTRUCTURE
The purpose of this article is to consider the information activities of information security systems of information infrastructures of government agencies processing personal data in order to determine ...
FORMATION OF AN ENSEMBLE OF MODELS FOR RECOGNIZING OBJECTS IN RADIOGRAPHIC IMAGES BASED ON INFORMATION THEORY
The paper considers the main functional approaches to the construction of image processing schemes for various spectral ranges, energies and scales. Their effectiveness is estimated from the point ...
APPLICATION OF RECURRENT NEURAL NETWORK MODELS FOR GENERATING TEXT DATA OF SPECIFICATIONS OF ASSEMBLY DRAWINGS
The article explores the capabilities of various models of recurrent neural networks in text data generation. Specifically, classic recurrent network (RNN), long short-term memory network (LSTM) ...
INTEGRATING FEDERATED LEARNING AND YOLOV11 FOR OBJECT DETECTION IN AUTONOMOUS VEHICLES
Autonomous vehicles (AVs) require high-performance systems for environmental perception, especially for accurate object detection. Systems based on deep neural networks perform well, but often face challenges ...
METHOD FOR DETERMINING FLAT-VALGUS DEFORMITY OF THE FOOT BASED ON IMAGE ANALYSIS
This article examines the problem of flat-valgus deformity of the feet and proposes a new approach to its primary diagnosis based on the analysis of images of the ...
DEVELOPMENT OF AN INTELLIGENT SYSTEM FOR AUTOMATIC RESPONSE TO CUSTOMER REVIEWS ON MARKETPLACES WITH USING LLM
The article discusses an approach to the development of an intelligent system designed for automatic responses to customer reviews on marketplaces, utilizing advanced artificial intelligence technologies, ...
