Volume 15, 2024 | Academic Journals and Conferences

Contents

In this Number

(34 papers)

Fingerprint Identification Method Based on Convulsional Neural Networks

Yurii Myshkovskyi, Mariia Nazarkevych

DOI: https://doi.org/10.23939/sisn2024.15.001

pp. 1 - 14

Architecture and Formal-mathematical Justification of Generative Adversarial Networks

Vitalii Prozur

DOI: https://doi.org/10.23939/sisn2024.15.015

pp. 15 - 22

Realization of Reliable and Effective Authentication in Intelligent Systems by Using Visual Biometrics Methods

Taras Batiuk, Dmytro Dosyn

DOI: https://doi.org/10.23939/sisn2024.15.023

pp. 23 - 42

Intelligent System of Constructing Vector Diagrams of Electrical Circuits

Yevhenii Onishchenko, Dmytro Dosyn, Andrii Khudyi

DOI: https://doi.org/10.23939/sisn2024.15.043

pp. 43 - 53

Information System for Evaluation of Investments in the Field of Information Technologies

Andrii Vasyluk, Taras Basyuk

DOI: https://doi.org/10.23939/sisn2024.15.054

pp. 54 - 64

Enhancing Database Query Performance: Analysis of Indexing Techniques

Vitalii Holubinka, Andrii Khudyi

DOI: https://doi.org/10.23939/sisn2024.15.065

pp. 65 - 73

Methods of Machine Learning and Design of a System for Determining the Emotional Coloring of Ukrainian-language Content

Anton Lomovatskyi, Taras Basyuk

DOI: https://doi.org/10.23939/sisn2024.15.074

pp. 74 - 86

Method of Identification of Combat Vehicles Based on Yolo

Mariia Nazarkevych, Nazar Oleksiv

DOI: https://doi.org/10.23939/sisn2024.15.087

pp. 87 - 101

Improvement of Text Data Storage Methods

Vasyl Lytvyn, Artem Kalancha, Dmytro Uhryn, Maria Talakh

DOI: https://doi.org/10.23939/sisn2024.15.102

pp. 102 - 114

Principles of Creating Multi-objective Quality Models for Software Systems

Anton Shantyr

DOI: https://doi.org/10.23939/sisn2024.15.115

pp. 115 - 133

Adaptation of the Neat Algorithm for Complex Problems With the Help of Quality Diversity Algorithms

Ihor Liakh, Vasyl Morokhovych, Vasyl Kut, Vasyl Vakulchak, Dmytro Maior

DOI: https://doi.org/10.23939/sisn2024.15.134

pp. 134 - 139

Forecasting the Value of Real Estate Using Machine Learning Tools

Oleh Veres, Andrii Shymoniak

DOI: https://doi.org/10.23939/sisn2024.15.140

pp.140 - 158

Developing a Performance Evaluation Benchmark for Event Sourcing Databases

Roman Malyi, Pavlo Serdyuk

DOI: https://doi.org/10.23939/sisn2024.15.159

pp. 159 - 168

Analysis of Real-time Processing Approaches for Large Data Volumes in Metering Infrastructure

Roman Moravskyi, Yevheniya Levus

DOI: https://doi.org/10.23939/sisn2024.15.169

pp. 169 - 183

Virtual Online Garment Fitting Using Augmented Reality

Mykola Lehkyi, Liubov Zhuravchak

DOI: https://doi.org/10.23939/sisn2024.15.184

pp. 184 - 199

Decoding Cesium-137: a Deep Learning Approach to Environmental Prediction

Vasyl Lytvyn, Oleksii Khobor

DOI: https://doi.org/10.23939/sisn2024.15.200

pp. 200 - 209

Contract-based Testing Using the Ontology Approach

Dmytro Krupa

DOI: https://doi.org/10.23939/sisn2024.15.210

pp. 210 - 218

Use of Immersive Technologies in the Educational Process: Advantages of the Approach, Analysis of Commercial Systems, Classification of Educational Environments

Tetiana Tsymbaliuk, Dmytro Fedasyuk

DOI: https://doi.org/10.23939/sisn2024.15.219

pp. 219 - 237

Information System for Managing the Process of Continuous Software Delivery

Andrii Berko, Ivan Koblyk

DOI: https://doi.org/10.23939/sisn2024.15.238

pp. 238 - 251

Recommendation Systems in E-Commerce Applications

Oleh Basystiuk, Zoriana Rybchak

DOI: https://doi.org/10.23939/sisn2024.15.252

pp. 252 - 259

Evaluation of Classification Accuracy Using Feedforward Neural Network for Dynamic Objects

Ivan Peleshchak, Diana Koshtura

DOI: https://doi.org/10.23939/sisn2024.15.260

pp. 260 - 272

Designing Interfaces of Information System 'smart Household' Using the Persona Method

Sergiy Pasichnyk, Anastasiia Maha, Nataliia Kunanets, Oleksandr Lozytskyy, Beata Petrushyna, Oleksii Duda, Andrii Rybak

DOI: https://doi.org/10.23939/sisn2024.15.273

pp. 273 - 289

Mathematical Model of Logistic Regression for Binary Classification. Part 1. Regression Models of Data Generalization

Petro Kravets, Volodymyr Pasichnyk, Mykola Prodaniuk

DOI: https://doi.org/10.23939/sisn2024.15.290

pp. 290 - 321

Mathematical Model of Logistic Regression for Binary Classification. Part 2. Data Preparation, Learning and Testing Processes

Petro Kravets, Volodymyr Pasichnyk, Mykola Prodaniuk

DOI: https://doi.org/10.23939/sisn2024.15.322

pp. 322 - 340

Distributed Data Analysis in Cloud Services for Insurance Companies

Oleksandr Lutsenko, Serhii Shcherbak

DOI: https://doi.org/10.23939/sisn2024.15.341

pp. 341 - 356

Information and Communication Tools for Effective Functioning of Distributed Project Teams

Roman Vaskiv, Nataliia Veretennikova

DOI: https://doi.org/10.23939/sisn2024.15.357

pp. 357 - 369

Analysis of Software Tools for Automation of Configuration and Management Functions in It Infrastructures

Mykola Orlov, Yurii Dmytriv

DOI: https://doi.org/10.23939/sisn2024.15.370

pp. 370 - 388

Analysis of Educational Platforms for Individuals With Special Needs

Ihor Chushchak, Vasyl Andrunyk

DOI: https://doi.org/10.23939/sisn2024.15.389

pp. 389 - 405

Information Technological Tools for the Formation of Organizational and Administrative Documents Of Archive of Higher Education Institution

Anna Synko

DOI: https://doi.org/10.23939/sisn2024.15.406

pp. 406 - 418

Big Data Technology Usage in Electric Transportation Industry

Oleh Markiv, Yuriy Ryshkovets

DOI: https://doi.org/10.23939/sisn2024.15.419

pp. 419 - 429

Modeling of Passenger Flows Analysis System of Low-carbon Transportation in a Smart City

Yurii Matseliukh, Vasyl Lytvyn

DOI: https://doi.org/10.23939/sisn2024.15.430

pp. 430 - 448

Distributed Transactions in Microservice Architecture: Informed Decision-making Strategies

Artem Bashtovyi, Andriy Fechan

DOI: https://doi.org/10.23939/sisn2024.15.449

pp. 449 - 459

Method for Recognizing the Characteristic Elements of Protein Secondary Structure From the Llm of Its Amino Acid Sequence

Yaroslav Teplyi

DOI: https://doi.org/10.23939/sisn2024.15.460

pp. 460 - 468

Methods of Blockchain Technology Formation in the Arms Sales Accounting System

Yurii Yarymovych, Nataliia Kunanets

DOI: https://doi.org/10.23939/sisn2024.15.469

pp. 469 - 483