[PDF][PDF] Method for Sentiment Analysis of Ukrainian-Language Reviews in E-Commerce Using RoBERTa Neural Network.

O Zalutska, M Molchanova, O Sobko, O Mazurets… - COLINS (1), 2023 - ceur-ws.org
The paper is devoted to the development of a method for sentiment analysis of
Ukrainianlanguage reviews, which will be able to perform binary classification of the tone of …

Detection of early pneumonia on individual CT scans with dilated convolutions

I Krak, O Barmak, P Radiuk - 2021 - elar.khmnu.edu.ua
Анотація Over the past decades, pneumonia has been considered one of the most
dangerous diseases, leading to severe consequences in a short time. Without proper and …

System Analysis of the Internal and External Migration Processes in Ukraine

A Roskladka, N Roskladka, O Romanyuk… - … “Intellectual Systems of …, 2022 - Springer
The object of research is the internal and external migration flows of the Ukrainian people.
The solution of the problems put forward in the research, requires scientific systematic …

Information technology for early diagnosis of pneumonia on individual radiographs

I Krak, O Barmak, P Radiuk - 2020 - elar.khmnu.edu.ua
Анотація Nowadays, pneumonia remains a disease with one of the highest death rates
around the world. The ailment's pathogen instantly causes a large amount of fluid into the …

An approach to early diagnosis of pneumonia on individual radiographs based on the CNN information technology

P Radiuk, O Barmak, I Krak - 2021 - elar.khmnu.edu.ua
Aim: This study investigates the topology of convolutional neural networks and proposes an
information technology for the early detection of pneumonia in X-rays. Background: For the …

DDoS-attack detection using artificial neural networks in Matlab

LM Kupershtein, TB Martyniuk… - … , Industry, and High …, 2019 - spiedigitallibrary.org
There are research results of artificial neural networks usage for solving a hardly formalized
objective–detection of a DDoS attacks on the computer network information resource in this …

Visual Analytics-Based Method for Sentiment Analysis of COVID-19 Ukrainian Tweets

O Kovalchuk, V Slobodzian, O Sobko… - … “Intellectual Systems of …, 2022 - Springer
The coronavirus pandemic is one of the leading communication topics for users on social
networks. It causes different emotions in people: fear, sadness, anger, joy, and elation …

[PDF][PDF] Text Data Vectorization Model of Ukrainian-Language Internet Communication Content.

V Slobodzian, O Kovalchuk, M Molchanova, O Sobko… - COLINS, 2022 - ceur-ws.org
This paper proposes a model for analyzing the content of the modern Ukrainian everyday
language. The model is built by combining the known and significant, for meaning transfer …

Information model for forecasting of violation reparative osteogenesis of long bonds

YO Bezsmertnyi, SV Pavlov, SY Iaremyn… - … , Industry, and High …, 2019 - spiedigitallibrary.org
The influence of metabolic, molecular genetic-and immune-inflammatory factors on the
course of reparative osteogenesis and the formation of bone nonunion of long bones is …

[PDF][PDF] Neural Network Technologies of Investment Risk Estimation Taking into Account the Legislative Aspect.

A Azarova, L Azarova, L Nikiforova… - CITRisk, 2020 - ceur-ws.org
The article proposes conceptual bases of formalization of the investment risk estimation
process by means of mathematical and computer modeling on the basis of neural network …