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 …
telecommunication systems to deal with the increasing complexity and size of modern …
Enhanced Recommendation Algorithm for Big Data Processing in Intelligent Databases
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 …
considered in the paper. The Funk SVD algorithm was modified to enhance the accuracy …
Malware Attack Detection Using Machine Learning Techniques
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 …
protecting computer systems and networks due to the increasing complexity and diversity of …
Improving the Cybersecurity Monitoring Algorithms Efficiency Using Neural Networks
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 …
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
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 …
genetic algorithm for solving the traveling salesman problem. An analysis of the …
Investigating the Efficiency of Genetic Algorithm with Elite Strategy for TSP
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 …
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 …
pivotal role of LoRaWAN (Long Range Wide Area Network) technology in constructing long …
Research on the Automated Decision-Making Effectiveness in Industrial Automation System
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 …
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 …
промислових smart grid системах. Визначено переваги розподілених обчислень для …