Ievgen Sidenko
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View article: COMPARATIVE ANALYSIS OF THE APPLICATION RESULTS OF MAX-MIN CONVOLUTION BASED ON VARIOUS T-NORM AND S-NORM OPERATORS
COMPARATIVE ANALYSIS OF THE APPLICATION RESULTS OF MAX-MIN CONVOLUTION BASED ON VARIOUS T-NORM AND S-NORM OPERATORS Open
This paper presents a comparative analysis of the results of applying max-min convolution based on different t-norm and s-norm operators. The addition of two fuzzy triangular numbers is considered as an example. The authors developed softw…
View article: FORMALIZED APPROACHES TO INTEGRATING RFID TECHNOLOGIES INTO THE DIGITAL INFRASTRUCTURE OF HEALTHCARE INSTITUTIONS
FORMALIZED APPROACHES TO INTEGRATING RFID TECHNOLOGIES INTO THE DIGITAL INFRASTRUCTURE OF HEALTHCARE INSTITUTIONS Open
This paper introduces a formalized approach to implementing RFID systems in healthcare, based on mathematical modeling of critical performance parameters such as reading accuracy, response time, and data protection. The importance of stand…
View article: COMPARATIVE ANALYSIS OF THE RESULTS OF THE APPLICATION OF DIFFERENT NEURAL NETWORK ARCHITECTURES FOR THE PREDICTION OF INFECTIOUS DISEASES
COMPARATIVE ANALYSIS OF THE RESULTS OF THE APPLICATION OF DIFFERENT NEURAL NETWORK ARCHITECTURES FOR THE PREDICTION OF INFECTIOUS DISEASES Open
This paper presents the results of time series forecasting using machine learning methods and mobile technologies. The main results of this work are a comparison of the effectiveness of different neural network architectures in predicting …
View article: MODERN APPROACHES TO MILITARY OBJECT RECOGNITION USING THE YOLOV8 MODEL
MODERN APPROACHES TO MILITARY OBJECT RECOGNITION USING THE YOLOV8 MODEL Open
The paper discusses modern approaches to military object recognition using the YOLOv8 neural network model. The main attention is paid to nano and small modifications, which provide an optimal balance between speed and accuracy. Training i…
View article: Methodology for assessing the impact of emergencies on the spread of infectious diseases
Methodology for assessing the impact of emergencies on the spread of infectious diseases Open
The spread of infectious diseases is significantly influenced by emergencies, particularly military conflicts, which disrupt healthcare systems and increase the risks of epidemics. The full-scale Russian invasion of Ukraine has exacerbated…
View article: Neural Technologies for Objects Classification with Mobile Applications
Neural Technologies for Objects Classification with Mobile Applications Open
This paper is related to the study of the features of the neural technologies’ application, in particular, ResNet neural networks for the classification of objects in photographs. The work aims to increase the accuracy of recognition and c…
View article: Mobile Recognition of Image Components Based on Machine Learning Methods
Mobile Recognition of Image Components Based on Machine Learning Methods Open
This paper is related to the recognition of certain components in images using machine learning methods and mobile technologies. The main result of this work is a developed system for recognizing the presence of a mask on the face using an…
View article: Machine Learning Techniques for Increasing Efficiency of the Robot’s Sensor and Control Information Processing
Machine Learning Techniques for Increasing Efficiency of the Robot’s Sensor and Control Information Processing Open
Real-time systems are widely used in industry, including technological process control systems, industrial automation systems, SCADA systems, testing, and measuring equipment, and robotics. The efficiency of executing an intelligent robot’…
View article: Computer Vision Mobile System for Education Using Augmented Reality Technology
Computer Vision Mobile System for Education Using Augmented Reality Technology Open
This article analyzes the algorithms of computer vision, the features of the application of augmented reality technology and existing software modules, frameworks and libraries. The result is a computer vision mobile system (application) u…
View article: Piecewise planar method of bicubic interpolation
Piecewise planar method of bicubic interpolation Open
The article on the example of finite elements of bicubic interpolation presents the key ideas and technology of the piecewise planar method (PPM) for the construction of basic functions.The effcient use of triangular plane fragments charac…
View article: Intelligent forecasting in multi-criteria decision-making
Intelligent forecasting in multi-criteria decision-making Open
In this paper, the subject of the research is the intelligent forecasting in multi-criteria decision-making, in particular, methods of prediction of time series: traditional models of autoregression, smoothing techniques and machine learni…