Natalia Axak

Kharkiv National University of Radio Electronics · DEPARTMENT OF СOMPUTER INTELLIGENT TECHNOLOGIES AND SYSTEMS (CITS)

This paper is devoted to the analysis of the specific focuses, directions, and peculiarities of the Strategy of Artificial Intelligence (AI) Development in Ukraine. The main paper’s components are an analysis of the current state of the justification, development, and governmental approval of the National Strategy of AI in Ukraine; key elements and...

Problem. In connection with the transfer of the educational process to a fundamentally new level, the role of independent work of students, which has become the main form of the knowledge, is growing significantly. Therefore, the computer testing is becoming increasingly important as a means of monitoring the students' learning materials. These spe...

This paper describes the solution of the object classification problem in a multidimensional attribute space based on a modified artificial immune network model using the principles of a minimum spanning tree (MST). During the classification with unsupervised learning (clustering) at different execution stages of the immune network, objects are use...

The paper proposes a generalized model of network traffic filtering system that includes three modules: network operations’ module (low-level drivers needed to capture and modify network traffic); initialization and control module (initiates classification operations, preparing the received content for transfer to the classification module; manages...

The paper proposes a formalization process of Big Data distributed intelligent processing using Cloud-Fog-Dew architecture. This process provides specialized services, based on continuous support of experts in areas of concern, and advisory support for their actions in diagnostically complex cases. The method of Big Data processing based on neural...

Разработана мультиагентная система удаленного оценивания состояния здоровья человека на примере мониторинга артериального давления пациента. Система позволяет экстренно реагировать на критическое изменение состояния здоровья с целью оказания скорой медицинской помощи. Предложен метод координации агентов в системе оценивания состояния человека, кото...

Актуальность. Решена актуальная задача персонификации веб-портала, предоставляющего бизнес сервисы (телемедицина,консультации, удаленный мониторинг, дистанционное образование и т. д.).Цель работы – разработка системы персонификации веб-портала, предоставляющего специализированные услуги, что позволяетучитывать предпочтения пользователей с целью улу...

The system of medical diagnostics and remote monitoring based on the example of skin diseases was developed. The diagnostics is carried out by a group of multilayer perceptrons on the basis of processing the images of the explored object and medical registration data. The application of highperformance computing made it possible to carry out remote...

To make visualization of high-dimensional data more accurate, we offer a method of approximating two-dimensional Kohonen maps lying in a multiple-dimensional space. Cubic parametric spline-based least-defect surfaces can be used as an approximation function to minimize approximation errors.

the given work is dedicated to one of the steps of digital image processing. In this paper the contrastive analysis of the binary images skeletonization algorithms is given.