Zobrazeno 1 - 10
of 37
pro vyhledávání: '"Nataliya Boyko"'
Autor:
Nataliya Boyko
Publikováno v:
Jordanian Journal of Computers and Information Technology, Vol 10, Iss 3, Pp 281-293 (2024)
In the context of the growing popularity of social media over the past ten years, an urgent problem of fake news spreading has arisen, which underscores the research's relevance. The research aims to analyse current studies, focused on identifying an
Externí odkaz:
https://doaj.org/article/d556afae946a40c0b0a6fd63adac1839
Autor:
Nataliya Boyko, Roman Kovalchuk
Publikováno v:
Iraqi Journal for Computer Science and Mathematics, Vol 5, Iss 3 (2024)
The purpose of the study is to develop a system that automatically processes data based on existing and newly entered data, especially with the aim of ensuring high data quality by detecting and eliminating anomalies. The quantile filtering method, C
Externí odkaz:
https://doaj.org/article/a74ec2787e7d46478f9c792fb8b52264
Publikováno v:
New Microbes and New Infections, Vol 59, Iss , Pp 101417- (2024)
Introduction: The paper presents epidemiological process modeling, with a focus on tuberculosis utilizing multi-agent system. Material and methods: This study involves the development of an algorithm that harnesses the potential of artificial intelli
Externí odkaz:
https://doaj.org/article/a075f7a46be44303875c6906805d6f19
Publikováno v:
Zbornik Radova: Geografski institut "Jovan Cvijić", Vol 73, Iss 2 (2023)
In this paper the initialization of the city is considered, which consists of several steps, including the creation of city objects with their locations, creation of residents with their attributes and own daily schedules, etc. A description of the m
Externí odkaz:
https://doaj.org/article/237337c75cd146e9896abea53170b8ea
Autor:
Nataliya Boyko, Oleksii Lukash
Publikováno v:
Journal of Engineering, Vol 2023 (2023)
This paper considers the current market pace, which requires a corresponding competitive advantage. This study forecasted the cost of heavy machinery depending on geolocation and essential characteristics by the field of activity. This study analyzes
Externí odkaz:
https://doaj.org/article/ba20a78f91af4b56959cd12dda98df70
Autor:
Nataliya Boyko
Publikováno v:
WSEAS TRANSACTIONS ON MATHEMATICS. 22:359-372
The paper considers two forms of models: seasonal and non-seasonal analogues of oscillations. The paper analyzes the basic adaptive models: Brown, Holt, and autoregression. The parameters of adaptation and layout are considered by the method of numer
Autor:
Nataliya Boyko
Publikováno v:
Computer Science and Information Technology. 11:1-10
Autor:
Viktor Kachmaryk, Nataliya Boyko
Publikováno v:
Науковий вісник Ужгородського університету. Серія: Математика і інформатика. 40:109-125
Дослідження присвячено комплексному вивченню мереж довгої короткочасної пам’яті (ДКЧП). Дана архітектура є видом рекурентних нейронни
Autor:
Nataliya Boyko
Publikováno v:
Herald of Khmelnytskyi National University. Technical sciences. 307:7-13
Genetic algorithms belong to the class of heuristic algorithms. They provide a global solution to optimization problems and are a promising area in optimization and modelling. Genetic algorithm development is reproduced in more sophisticated evolutio
Autor:
Nataliya Boyko
Publikováno v:
Herald of Khmelnytskyi National University. Technical sciences. 307:25-32
This article is dedicated to topic modeling as an unsupervised machine learning technique. It is analyzed how it seems possible to determine the topics of documents in order to categorize them further with the help of topic modeling methods. Such met