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 ...
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, ...
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 ...
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 ...
The article discusses issues related to forecasting scientometric indicators and clustering Russian scientific journals in the field of computer science with the aim of evaluating the current state ...
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 ...
This review article examines the concepts, technical features, and future developments of NoSQL technology, highlighting its advantages over conventional SQL databases. NoSQL databases have gained attention due to ...
The paper is devoted to the evaluation of the probabilistic-temporal characteristics of the human-machine dialogue. The authors conducted a number of experiments to study the characteristics of the ...
At the moment, the problem of countering corruption in the field of public service still does not lose its relevance. It is assumed that when committing acts of ...
In the modern world, the use of artificial intelligence (AI) is increasingly facing the risk of adversarial attacks on audio and images. This article explores this issue and ...
The implementation of simulation modeling of management processes is one of the most effective methods of support. The purpose of this article is defined in the need to ...
The paper considers several approaches to training multilayer fully connected neural networks. In particular, the authors have developed an artificial neural network, the purpose of which is 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