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 ...
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, ...
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 ...
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 ...
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) ...
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 ...
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 ...
The problems of increasing the control efficiency of autonomous vehicles are considered. The problem of reducing the required computational resources for the intelligent vehicle control module is highlighted. ...
The work proposes a solution to the problem of vectorization and machine interpretation of drawings of design documentation on paper, which provides the ability to automate the transfer ...
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 ...
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 ...
Finding and reducing electricity losses is one of the key activities of network organizations to improve financial results. Forecasting based on a large number of criteria ...
The article presents a comprehensive approach to the development and optimization of a neural network model for effective face recognition in a dynamic environment. In particular, the neural ...
Flat-valgus deformity of the foot is a common condition that can lead to various health problems such as pain syndromes and curvature of the spine. For effective diagnosis ...
This article discusses the topic of image generation using neural networks. Thanks to the development of deeper learning and artificial intelligence, neural networks have become a powerful tool ...
The article presents the result of the development and training of 4 recurrent neural network architectures to solve the problem of classifying age-related differences in the functioning of the ...
DEVELOPMENT OF MACHINE LEARNING METHODS AND A LIBRARY OF INTERPRETABLE PREDICTIVE MODELING OF HUMAN BEHAVIOR DURING HIS ONLINE PROFILING
Volume 8, Issue №4, 2023
The study of individual psychological characteristics of people is important in the areas of education, management and administration, ensuring the safety of individuals and communities. There are various tools ...
SYSTEM-OBJECT CLASSIFICATION ANALYSIS OF THE SUBJECT DOMAIN
Volume 8, Issue №4, 2023
The article discusses the urgent task of improving the classification procedure in connection with its numerous shortcomings. To solve the problem, a systemic (system-object) approach to the procedure for ...
INFORMATION AND ANALYTICAL TECHNOLOGY OF THE FUTURE - INTERNET OF THINGS (IOT)
Volume 8, Issue №4, 2023
The work provides a brief overview of promising areas for using Internet of Things (IoT) technology. The author provides a brief analysis of the dynamics of the technology market, ...
In this paper, the algorithm of classification of speech data by emotional background, developed by the authors, is considered. In particular, it describes a neural network created to ...
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Research result. Information technologies is included in the scientific database of the RINTs (license agreement No. 765-12/2014 dated 08.12.2014).
Журнал включен в перечень рецензируемых научных изданий, рекомендуемых ВАК