Zobrazeno 1 - 10
of 139
pro vyhledávání: '"Nataliya Shakhovska"'
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-15 (2024)
Abstract Though COVID-19 is no longer a pandemic but rather an endemic, the epidemiological situation related to the SARS-CoV-2 virus is developing at an alarming rate, impacting every corner of the world. The rapid escalation of the coronavirus has
Externí odkaz:
https://doaj.org/article/c76216961adf4929a5287686f4f978bc
Autor:
Nataliya Shakhovska, Vitaliy Yakovyna, Maksym Mysak, Stergios-Aristoteles Mitoulis, Sotirios Argyroudis, Yuriy Syerov
Publikováno v:
Big Data and Cognitive Computing, Vol 8, Iss 10, p 136 (2024)
This paper presents a novel multi-initialization model for recognizing road surface damage, e.g. potholes and cracks, on video using convolutional neural networks (CNNs) in real-time for fast damage recognition. The model is trained by the latest Roa
Externí odkaz:
https://doaj.org/article/35b622a3580e4e3a8bd3837ae99afb5e
Autor:
Nataliya Shakhovska, Ivan Zagorodniy
Publikováno v:
Computation, Vol 12, Iss 10, p 208 (2024)
Heart murmurs are abnormal heart sounds that can indicate various heart diseases. Although traditional auscultation methods are effective, they depend more on specialists’ knowledge, making it difficult to make an accurate diagnosis. This paper pre
Externí odkaz:
https://doaj.org/article/ae298b60133b4f958aa3c421b34b7354
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-1 (2024)
Externí odkaz:
https://doaj.org/article/aaa4ef40dde84887ab60088b02e4fe96
Publikováno v:
Frontiers in Big Data, Vol 6 (2023)
IntroductionThe main goal of this study is to develop a methodology for the organization of experimental selection of operator personnel based on the analysis of their behavior under the influence of micro-stresses.MethodsA human-machine interface mo
Externí odkaz:
https://doaj.org/article/f2b633ec32e747f69f1839fec6ed08b6
Publikováno v:
ECONTECHMOD. AN INTERNATIONAL QUARTERLY JOURNAL - 2016, Vol. 05, No. 2, 33-38
This article dwells on the basic characteristic features of the Big Data technologies. It is analyzed the existing definition of the "big data" term. The article proposes and describes the elements of the generalized formal model of big data. It is a
Externí odkaz:
http://arxiv.org/abs/1905.03061
Publikováno v:
Applied Sciences, Vol 14, Iss 5, p 1920 (2024)
The paper aims to develop an information system for human emotion recognition in streaming data obtained from a PC or smartphone camera, using different methods of modality merging (image, sound and text). The objects of research are the facial expre
Externí odkaz:
https://doaj.org/article/d3262812436046969929afa050983724
Autor:
Ivan Izonin, Nataliya Shakhovska
Publikováno v:
Mathematical Biosciences and Engineering, Vol 19, Iss 10, Pp 9769-9772 (2022)
Modern medical diagnosis, treatment, or rehabilitation problems of the patient reach completely different levels due to the rapid development of artificial intelligence tools. Methods of machine learning and optimization based on the intersection of
Externí odkaz:
https://doaj.org/article/a6e58927aa094537959245287ec25d04
Autor:
Nataliya Shakhovska, Roman Kaminskyy, Bohdan Khudoba, Vladyslav Mykhailyshyn, Ihor Helzhynskyi
Publikováno v:
Computation, Vol 11, Iss 11, p 224 (2023)
This article offers experimental studies and a new methodology for analyzing the influence of micro-stresses on human operator activity in man–machine information and search interfaces. Human-centered design is a problem-solving technique that puts
Externí odkaz:
https://doaj.org/article/a5bb7d88021f4a8790c8a0189508a43b
Autor:
Ivan Izonin, Nataliya Shakhovska
Publikováno v:
Mathematical Biosciences and Engineering, Vol 18, Iss 5, Pp 6430-6433 (2021)
The current state of the development of Medicine today is changing dramatically. Previously, data of the patient's health were collected only during a visit to the clinic. These were small chunks of information obtained from observations or experimen
Externí odkaz:
https://doaj.org/article/37f253805109404a8c457a26b532400a