[PDF][PDF] Machine Learning Methods and Tools for Facial Recognition Based on Multimodal Approach.

O Basystiuk, N Melnykova, Z Rybchak - MoMLeT+ DS, 2023 - ceur-ws.org
The problem of computer vision and one of its subproblems, face recognition, has been
actively researched and developed over the past two decades, but all work has not led to a …

Neural Network Concept of Ukrainian-Language Text Embedding

O Bisikalo, O Kovtun, V Kovtun - 2023 13th International …, 2023 - ieeexplore.ieee.org
The main contribution of the research is the neural network concept of Ukrainian-language
text embedding with a two-level architecture. Basic embedding is implemented based on …

[PDF][PDF] Recommendation Systems in E-Commerce Applications

O Basystiuk, Z Rybchak - Information Systems and Networks, 2024 - science.lpnu.ua
Nowadays, there are more and more web applications of all kinds. Each of them solves a
specific problem and makes life easier for its users. Web applications come in many different …

[PDF][PDF] Analyzing the Accuracy of Speech-to-Text APIs in Transcribing the Ukrainian Language.

L Kobylyukh, Z Rybchak, O Basystiuk - COLINS (2), 2023 - ceur-ws.org
Speech-to-text technology is becoming increasingly important in Ukraine as digital
infrastructure expands, but accuracy in transcribing the Ukrainian language is critical for …

[PDF][PDF] Parallel Algorithms for Interpolation with Bezier Curves and B-Splines for Medical Data Recovery.

L Mochurad, Y Mochurad - IDDM, 2023 - ceur-ws.org
Clinical data are increasingly being used to generate new medical knowledge to improve
diagnostic accuracy, better personalize therapeutic regimens, improve clinical outcomes …

Multimodal Learning Analytics: An Overview of the Data Collection Methodology

O Basystiuk, N Melnykova… - 2023 IEEE 18th …, 2023 - ieeexplore.ieee.org
Since, multimodal learning analytics has shared a common interdisciplinary approach with
learning analytics utilizing technologies like low-cost sensors and wearable devices …

[PDF][PDF] Design Approaches and Tools for the Implementation of a Medicinal Cocktails Recommendation System.

S Tyskyi, S Liaskovska, AT Augousti - IDDM, 2023 - ceur-ws.org
The development of a recommendation system for medical cocktails is becoming
increasingly relevant in today's world, where health and well-being are becoming a higher …

[PDF][PDF] Reengineering Support and Decision-Making System Based on Twitter Analysis.

Z Rybchak, S Kubinska, O Kulyna, I Zavushchak - COLINS (2), 2023 - ceur-ws.org
The aim of the article is to review the analytics and environment that Twitter algorithms
create for the user with an aim to avoid spreading disinformation and predict possible …

[PDF][PDF] Machine Learning for Business Process Automation

OB Tomashevskyy, N Kryvinska - 2024 - ceur-ws.org
Abstract A Machine Learning (ML) is rapidly conquering the business world, becoming one
of the most important technologies of today. This revolutionary technology has unlimited …

[PDF][PDF] DEVELOPMENT OF THE MULTIMODAL HANDLING INTERFACE BASED ON GOOGLE API

NM Basystiuk - 2024 - science.lpnu.ua
Today, Artificial Intelligence is a daily routine, becoming deeply entrenched in our lives. One
of the most popular and rapidly advancing technologies is speech recognition, which forms …