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ARTIFICIAL INTELLIGENCE AND DECISION MAKING

THE USE OF GENERATIVE-ADVERSARIAL NEURAL NETWORKS FOR IMAGE GENERATION

Volume 9, Issue №1, 2024
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 ...

IMAGE SEGMENTATION FOR THE TASK OF DIAGNOSING FLAT-VALGUS DEFORMITY OF THE FEET

Volume 9, Issue №1, 2024
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 ...

COMPARISON OF THE EFFICIENCY OF MACHINE LEARNING ALGORITHMS BY THE EXAMPLE OF FORECASTING THE AVERAGE ELECTRICITY CONSUMPTION OF INTEGRATED CONSUMER METERING DEVICES

Volume 9, Issue №1, 2024
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 ...

APPLICATION OF MODERN DATA COLLECTION TECHNOLOGIES AND MACHINE LEARNING METHODS FOR FACE RECOGNITION

Volume 9, Issue №1, 2024
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 ...

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 ...

DESIGN OF RECURRENT NEURAL NETWORKS FOR CLASSIFICATION OF AGE DIFFERENCES IN THE FUNCTIONING OF THE SYMBOLIC SYSTEM OF QUANTITY ASSESSMENT

Volume 8, Issue №4, 2023
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 ...

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, ...

NOSQL TECHNOLOGY: TECHNICAL FEATURES, DEVELOPMENT PROSPECTS AND COMPARATIVE ADVANTAGES OVER SQL

Volume 8, Issue №3, 2023
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 ...

ESTIMATION OF PROBABILISTIC-TEMPORAL CHARACTERISTICS OF HUMAN-MACHINE DIALOGUE

Volume 8, Issue №3, 2023
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 ...

INTELLECTUAL ANALYSIS OF SCIENTOMETRIC INDICATORS OF RUSSIAN COMPUTER SCIENCE JOURNALS

Volume 8, Issue №3, 2023
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 ...

CLASSIFICATION OF SPEECH DATA BY EMOTIONAL BACKGROUND

Volume 8, Issue №3, 2023
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 ...

TO THE QUESTION OF APPLICATION OF SYSTEM-OBJECT SIMULATION OF ORGANIZATIONAL AND BUSINESS PROCESSES

Volume 8, Issue №2, 2023
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 ...

PROTECTION AGAINST ADVERSARIAL ATTACKS ON AUDIO AND IMAGES IN ARTIFICIAL INTELLIGENCE MODELS USING THE SGEC METHOD

Volume 8, Issue №2, 2023
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 ...

COMPARISON OF EFFICIENCY OF DIFFERENT METHODS OF TRAINING NEURAL NETWORKS

Volume 8, Issue №1, 2023
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 ...

ABOUT THE SOUNDS RECOGNITION ALGORITHM BASED ON THE COSINE TRANSFORM

Volume 7, Issue №4, 2022
This article is devoted to solving the problem of recognizing various sounds in the environment, which is widely used in surveillance and control systems and allows you to identify ...

ANALYSIS OF WAYS TO IMPLEMENT A MULTI-FACTOR AUTHENTICATION SYSTEM

Volume 7, Issue №4, 2022
The role of vulnerabilities in information security occupies a large niche, for traditional one-factor authentication is a serious problem for both security specialists and researchers of this problem. ...

BEHAVIORAL ANALYTICS: ANALYSIS OF THE CURRENT STATE AND ITS APPLICATION IN SOLVING BUSINESS PROBLEMS

Volume 7, Issue №3, 2022
Digital transformation is taking over more and more areas of everyday life. Business digitalization has already become something more than just the introduction of modern equipment, first of ...

MODEL FOR PERSON PSYCHOEMOTIONAL STATE DETERMINATION USING AUDIO AND VIDEO DATA

Volume 7, Issue №3, 2022
Determination of the person’s psychoemotional state finds application in a variety of tasks from the diagnosis of diseases to the prevention of emergency traffic situations. Given the importance ...
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