A Study of Traffic Analysis Algorithms in Telecommunication Networks Using Deep Learning to Identify and Classify Data Types

P Brych, S Pryshlyak, O Kovalisko… - 2024 IEEE 17th …, 2024 - ieeexplore.ieee.org
This paper explored the application of deep learning techniques in network traffic analysis in
telecommunication systems to deal with the increasing complexity and size of modern …

Enhanced Recommendation Algorithm for Big Data Processing in Intelligent Databases

M Klymash, O Hordiichuk-Bublivska… - 2024 IEEE 17th …, 2024 - ieeexplore.ieee.org
The main problems of processing recommendations in intelligent databases (IDBs) were
considered in the paper. The Funk SVD algorithm was modified to enhance the accuracy …

Malware Attack Detection Using Machine Learning Techniques

K Kumar, A Parveen, F Hasan, A Kumar… - 2024 4th Asian …, 2024 - ieeexplore.ieee.org
Conventional signature-driven detection techniques are becoming less and less effective in
protecting computer systems and networks due to the increasing complexity and diversity of …

Improving the Cybersecurity Monitoring Algorithms Efficiency Using Neural Networks

A Senyk, M Klymash, Y Pyrih… - 2024 IEEE 17th …, 2024 - ieeexplore.ieee.org
The main challenges of modern information and communication systems (ICS) in the fight
against cyber threats were analyzed in the work. The necessity of using Recurrent neural …

Investigating the Efficiency of Tournament Selection Operator in Genetic Algorithm for Solving TSP

Y Pyrih, M Klymash, M Kaidan… - 2023 IEEE 5th …, 2023 - ieeexplore.ieee.org
This paper is dedicated to the selection of a type of tournament selection operator in the
genetic algorithm for solving the traveling salesman problem. An analysis of the …

Investigating the Efficiency of Genetic Algorithm with Elite Strategy for TSP

Y Pyrih, M Klymash… - 2023 IEEE 5th …, 2023 - ieeexplore.ieee.org
The research conducted at paper investigated the impact of population size and mutation
probability on the effectiveness of the genetic algorithm's performance when utilizing elitism …

IoT Data Collection and Processing System Using LoRa WAN Technology

P Vulchak, M Brych, O Yaremko… - 2023 IEEE 5th …, 2023 - ieeexplore.ieee.org
This paper delves into the burgeoning field of the Internet of Things (IoT), focusing on the
pivotal role of LoRaWAN (Long Range Wide Area Network) technology in constructing long …

Research on the Automated Decision-Making Effectiveness in Industrial Automation System

M Klymash, O Hordiichuk-Bublivska… - 2023 IEEE 5th …, 2023 - ieeexplore.ieee.org
The problems of automating production processes using the intelligent analysis of big data
were discussed in the paper. Existing methods of processing information from various …

[PDF][PDF] ДОСЛІДЖЕННЯ ЕФЕКТИВНОСТІ ВИКОРИСТАННЯ РОЗПОДІЛЕНОЇ МАТРИЧНОЇ ФАКТОРИЗАЦІЇ В ПРОМИСЛОВИХ СИСТЕМАХ

О Гордійчук-Бублівська - 2023 - science.lpnu.ua
У роботі проаналізовано основні особливості оброблення великих обсягів даних в
промислових smart grid системах. Визначено переваги розподілених обчислень для …