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ARTIFICIAL INTELLIGENCE AND DECISION MAKING

DEVELOPMENT OF AN ALGORITHM FOR ENSURING LEGAL SECURITY BASED ON ARTIFICIAL INTELLIGENCE

Volume 10, Issue №1, 2025
In modern times, the security of information systems in various spheres of human activity in the world is at the key place, due to the increasing digitalization of various ...

CORONARY ARTERY STENOSIS DETECTION BASED ON DEEP LEARNING MODELS

Volume 10, Issue №1, 2025
Nowadays, cardiovascular diseases are the most common threat to human health, and coronary artery disease is a particularly serious disease. Coronary angiography is used to detect coronary artery ...

ALGORITHM FOR DECISION SUPPORT ON USING A MULTICOPTER TO ADJUST THE LOCATION OF GRAZING ANIMALS

Volume 10, Issue №1, 2025
The article presents a study in the field of precision livestock management based on the use of unmanned aerial vehicles and the Internet of Things. The study is ...

RECOGNITION AND CLASSIFICATION OF MRI IMAGES OF THE BRAIN USING THE NEURAL NETWORKS

Volume 10, Issue №1, 2025
The article presents a study devoted to the development of neural network tools for classifying magnetic resonance imaging (MRI) images. The study is devoted to solving a pressing ...

APPLICATION OF RECURRENT NEURAL NETWORK MODELS FOR GENERATING TEXT DATA OF SPECIFICATIONS OF ASSEMBLY DRAWINGS

Volume 9, Issue №4, 2024
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) ...

DEVELOPMENT OF AN INTELLIGENT SYSTEM FOR AUTOMATIC RESPONSE TO CUSTOMER REVIEWS ON MARKETPLACES WITH USING LLM

Volume 9, Issue №4, 2024
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, ...

FORMATION OF AN ENSEMBLE OF MODELS FOR RECOGNIZING OBJECTS IN RADIOGRAPHIC IMAGES BASED ON INFORMATION THEORY

Volume 9, Issue №4, 2024
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 ...

METHOD FOR DETERMINING FLAT-VALGUS DEFORMITY OF THE FOOT BASED ON IMAGE ANALYSIS

Volume 9, Issue №4, 2024
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 ...

COMPARISON OF THE STRUCTURE, EFFICIENCY, AND SPEED OF OPERATION OF FEEDFORWARD, CONVOLUTIONAL, AND RECURRENT NEURAL NETWORKS

Volume 9, Issue №4, 2024
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 ...

INTEGRATING FEDERATED LEARNING AND YOLOV11 FOR OBJECT DETECTION IN AUTONOMOUS VEHICLES

Volume 9, Issue №4, 2024
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 ...

APPROACH TO VECTORIZATION OF DRAWINGS OF DESIGN DOCUMENTATION ON PAPER

Volume 9, Issue №3, 2024
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 ...

A METHOD FOR TRAINING AN INTELLIGENT AGENT USING DOUBLE DQN NETWORKS, WAYPOINTS AND REWARD FUNCTION

Volume 9, Issue №3, 2024
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. ...

ABOUT THE USE OF MACHINE LEARNING IN MODELING BUSINESS PROCESSES

Volume 9, Issue №2, 2024
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

Volume 9, Issue №2, 2024
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 ...

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 ...

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 ...

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 ...

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 ...
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