Implementation and analysis of 5G network identification operations at low signal-to-noise ratio

I Pyatin, J Boiko, O Eromenko… - … Electronics and Control …, 2023 - telkomnika.uad.ac.id
The article investigates the operations of identifying a cellular network and searching for a
cell at various signal-to-noise ratios. The estimation of frequency and time displacement …

Analysis of signal synchronization conditions in 5G mobile information technologies

J Boiko, I Pyatin, O Eromenko - 2022 IEEE 16th International …, 2022 - ieeexplore.ieee.org
The article is devoted to the study of the hardware description language (HDL)
implementation the cell search procedure for the initial initialization of user equipment in a …

Increasing efficiency in the correlation processing of information signals for radar

J Boiko, L Karpova - Proceedings of Fourth International Conference on …, 2023 - Springer
This chapter investigates mathematical models of radar echo signals. The correlation
properties of these signals were evaluated. A method of increasing the radar resolution …

Design and evaluation of the efficiency of channel coding LDPC codes for 5G information technology

J Boiko, I Pyatin, O Eromenko - Indonesian Journal of …, 2021 - section.iaesonline.com
This paper proposes a result of an investigation of a topical problem and the development of
models for efficient coding in information networks based on codes with a low density of …

An Adaptation of the Input Doubling Method for Solving Classification Tasks in Case of Small Data Processing

I Izonin, R Tkachenko, M Havryliuk, M Gregus… - Procedia Computer …, 2024 - Elsevier
In the era of big data processing, numerous techniques prove valuable for analyzing large-
scale datasets. However, the efficient processing of small data is equally crucial, particularly …

[PDF][PDF] Structural Alignment Method of Conceptual Categories of Ontology and Formalized Domain.

E Manziuk, I Krak, O Barmak, O Mazurets… - ProfIT AI, 2021 - ceur-ws.org
The problem of the structural method of ontology alignment and the more formally
represented structured domain is considered. The applied area of research belongs to the …

Human-in-the-loop approach based on MRI and ECG for healthcare diagnosis

P Radiuk, O Kovalchuk, V Slobodzian, E Manziuk… - 2022 - elar.khmnu.edu.ua
Анотація The presented study investigates a human-centric approach to implementing
human-in-the-loop models for healthcare diagnostics. The following tasks were considered …

Explainable Deep Learning for Interpretable Brain Tumor Diagnosis from MRI Images

E Manziuk, O Barmak, I Krak, N Petliak, Z Jin… - … “Intellectual Systems of …, 2024 - Springer
This paper presents a new method for analyzing medical images using neural networks to
improve the interpretation and explainability of diagnostic decisions. The method combines …

Integration of Contextual Descriptors in Ontology Alignment for Enrichment of Semantic Correspondence

E Manziuk, O Barmak, P Radiuk, V Kuznetsov… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper proposes a novel approach to semantic ontology alignment using contextual
descriptors. A formalization was developed that enables the integration of essential and …

Method of features analysis on transition data

E Manziuk, O Barmak, I Krak… - 2021 IEEE 3rd …, 2021 - ieeexplore.ieee.org
Detection of atypical data and outliers is an important and difficult task. Data that are
considered atypical in turn are characterized by a set of features that determine their …