2025, Volume 24, Issue 1

Published: 2025-03-31

Articles

Customer Churn Prediction: A Machine Learning Approach with Data Balancing for Telecom Industry

Anurag Bhatnagar, Sumit Srivastava

9-18
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Identification of Models of Static Systems with Nonlinear Characteristics Based on Interval Data Analysis

Volodymyr Manzhula, Mykola Dyvak, Andriy Melnyk, Vasyl Faifura, Evhenii Momotiuk

19-27
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Application of Sentiment Analysis for Customer Review in the Food and Beverages Industry

Norhazwani Md Yunos, Camellia Doroody, Adibah Hasya Jamari, Halizah Basiron, Zuraida Abal Abas

28-34
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Method and Rules for Determining the Next Centralization Option in Multicomputer System Architecture

Antonina Kashtalian, Sergii Lysenko, Tetiana Kysil, Anatoliy Sachenko, Oleg Savenko, Bohdan Savenko

35-51
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Reasoning Mechanism in Multimodal AI Models based on the TRIZ Principles

Sergey D. Bushuyev, Natalia Bushuyeva, Andrii Pusiichuk, Denis Bushuiev, Yevgen Lobok

52-61
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Traffic Sign Recognition for Advanced Driver Assistance Systems: A Neural Network and Computer Vision Approach

Mykola Drobiniak, Sergey Subbotin, Danylo Borovyk, Аndrii Oliinyk, Tetiana Kolpakova

62-71
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Computer-Aided Diagnosis Models for Breast Cancer Detection Decision Support Systems

Oleksandr Aziukovskyi, Volodymyr Gadiatskyi, Volodymyr Hnatushenko, Denys Ivanov, Viktor Olevskyi, Viktor Zavizion

72-80
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Fast Exponentiation in Galois Fields GF(2n)

Nikolaos Doukas

81-91
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A Symmetric Cryptoalgorithm Based on a Hierarchical Residue Number System

Ihor Yakymenko, Mykhailo Kasianchuk, Olesia Martyniuk, Serhii Martyniuk

92-101
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Learners' Adoption of Course Recommendation Systems by Integrating External Factors and Technology Acceptance Model

Zameer Gulzar, P. Padmavathy, Fatima Amer Jid Almahri, J. Srinivas, M. M. Pasha

102-114
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Development of an Intelligent Control System for Hybrid Stepper Motor as a Tool for Increasing the Efficiency of the Drive

Alexandr Trunov, Maksym Skoroid

115-125
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Peculiarities of Adaptation of the LZ77 Dictionary Algorithm to Lossless Image Compression

Alexander Shportko, Andrii Bomba

126-133
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Effective Graphical Password Mechanism Using Two-Dimensional Shapes

Khalid Mansour, Bilal Eid Fayyadh, Yaser Al-Lahham, Hayel Khafajeh

134-140
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Fine-Tuning Large Language Models for Code-Style Analysis: The Significance of Dataset Size

Andrii Holovko, Vladyslav Alieksieiev

141-147
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Using Large Language Models for Data Augmentation in Text Classification Models

Bohdan Pavlyshenko, Mykola Stasiuk

148-154
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Modeling Risk Exposure: Fuzzy and Fuzzy Intuitionistic Approaches to Pedestrian and Vehicle Interaction

Oumaima Benkhadda, Meriem Mandar

155-162
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Quantitative WEB Application Vulnerability Assessment using SAST Methodology

Anastasiia Bryhynets, Halyna Haidur, Sergii Gakhov, Vitalii Marchenko

163–170
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Fractal Approach for Researching Information Emergency Features of Technological Parameters

Pavlo Budanov, Ihor Kyrysov, Yuliia Oliinyk, Kostiantyn Brovko, Stanislav Zhukov

171-177
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A Hybrid Optimization of Supervised Learning Models using Information Gain-Based Feature Selection

Novia Hasdyna, Rozzi Kesuma Dinata

178-189
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Model of the Continuous Accessibility Process in the Reality of Commercial Web Development

Oleksandr Gura, Oleksandr Gura Jr.

190-199
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