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- research-articleDecember 2024
Enhancing energy efficiency and QoS in 5G networks with dynamic resource optimisation green communication protocol
International Journal of Wireless and Mobile Computing (IJWMC), Volume 28, Issue 1Pages 68–85https://doi.org/10.1504/ijwmc.2025.143015The rapid expansion of 5G networks and increasing user equipment (UEs) necessitate innovative approaches for improved energy efficiency. UE-to-UE communication is a promising solution, leveraging nearby UEs for efficient data transfer and reducing ...
- research-articleOctober 2024
Improving the Quality of Production Management Processes Based on Neural Network and Neuro-Fuzzy Models and Tools
Pattern Recognition and Image Analysis (SPPRIA), Volume 34, Issue 3Pages 659–664https://doi.org/10.1134/S1054661824700494AbstractThe article describes a way to improve the quality of product control processes in food production by means of neural network and neuro-fuzzy methods, models, and tools. It is proposed to use feature extraction using convolutional networks with ...
- research-articleOctober 2024
Organization of Parallel Computing on Hybrid Computing Clusters Using Fuzzy Intellectual Analysis
Pattern Recognition and Image Analysis (SPPRIA), Volume 34, Issue 3Pages 639–644https://doi.org/10.1134/S1054661824700469AbstractThe paper proposes a software and hardware model for organizing parallel computing on hybrid computing clusters, aimed at creating tools for converting parallel programs into a hybrid form. A method has been developed for organizing the execution ...
- research-articleOctober 2024
Possibilities of Application of Neuro-Fuzzy Networks for Ophthalmologic Image Classification
Pattern Recognition and Image Analysis (SPPRIA), Volume 34, Issue 3Pages 610–616https://doi.org/10.1134/S1054661824700421AbstractThe use of artificial intelligence technologies in image analysis tasks is rapidly developing every year, thanks to which the possibilities of using artificial neural networks in the diagnosis of various diseases have reached a completely new ...
- research-articleOctober 2024
Optimization of the Temperature Regime of Phosphorite Pellet Roasting Using the Coevolutional Bee Colony Algorithm
Pattern Recognition and Image Analysis (SPPRIA), Volume 34, Issue 3Pages 530–534https://doi.org/10.1134/S1054661824700317AbstractThe article examines the scientific and practical problem of increasing the energy and resource efficiency of chemical and technological processes to produce phosphorite pellets from waste apatite–nepheline ores. A promising way to solve this ...
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- research-articleOctober 2024
Organization of Secure Data Routing in Electric Power Complexes Using Ontological and Deep Models
Pattern Recognition and Image Analysis (SPPRIA), Volume 34, Issue 3Pages 485–491https://doi.org/10.1134/S105466182470024XAbstractIndustrial development of structures of electrical power, electromechanical, and thermal technology complexes has a direct impact on the development of intelligent data distribution using the TCP/IP protocol. Existing traffic distribution and ...
- research-articleSeptember 2024
Fuzzy-based Trust in Distributed Networks: A State-of-the-art Review
BDE '24: Proceedings of the 2024 6th International Conference on Big Data EngineeringPages 60–67https://doi.org/10.1145/3688574.3688583Distributed networks have gained increasing popularity due to their high reliability, resource-sharing convenience, and ample bandwidth. Distributed networks play a pivotal role in enabling a wide range of applications, including wireless sensor networks,...
- abstractAugust 2024
Hot Off the Press: Soft computing methods in the solution of an inverse heat transfer problem with phase change
GECCO '24 Companion: Proceedings of the Genetic and Evolutionary Computation Conference CompanionPages 47–48https://doi.org/10.1145/3638530.3664073This Hot Off the Press paper summarizes our recent work "Soft computing methods in the solution of an inverse heat transfer problem with phase change: A comparative study" published in Engineering Applications of Artificial Intelligence [5]. In the paper,...
- research-articleAugust 2024
A Comparative Study of Various Machine Learning Techniques for Diagnosing Clinical Depression
Applied Computer Systems (ACSS), Volume 29, Issue 1Pages 85–90https://doi.org/10.2478/acss-2024-0011AbstractOne of the major areas of machine learning application is in medical diagnosis. Machine learning algorithms can detect patterns in patients’ data and generates a diagnosis based on those patterns. There are several machine learning ...
- research-articleJune 2024
Electric Vehicle Battery Temperature Control Using Fuzzy Logic
Automatic Control and Computer Sciences (ACCS), Volume 58, Issue 3Pages 237–251https://doi.org/10.3103/S0146411624700135AbstractThe widespread adoption of electric vehicles (EVs) has brought significant advancements in transportation technology, addressing the challenges of environmental sustainability and reducing dependence on fossil fuels. However, one of the critical ...
- research-articleMay 2024
Detection of Slowloris Attacks using Machine Learning Algorithms
SAC '24: Proceedings of the 39th ACM/SIGAPP Symposium on Applied ComputingPages 1321–1330https://doi.org/10.1145/3605098.3635919The Slowloris attack, a variant of the slow Denial-of-Service (DoS) attack, is a stealthy threat that aims to take down web services provided by companies and institutions. It is able to pass through the traditional defense systems, due to the low amount ...
- research-articleNovember 2024
Multi-label classification and fuzzy similarity-based expert identification techniques for software bug assignment
International Journal of Computational Science and Engineering (IJCSE), Volume 27, Issue 6Pages 734–748https://doi.org/10.1504/ijcse.2024.142837In software development, a bug can occur due to multiple failures in software, and it may require multiple developers to fix it. In machine learning approaches, the bugs are assigned to a developer with a clear-cut outcome based on the agreed level of ...
- research-articleSeptember 2024
Fuzzy automatic control of the irrigation process for the IoT-based smart farming systems
Journal of Ambient Intelligence and Smart Environments (JAISE), Volume 16, Issue 3Pages 337–363https://doi.org/10.3233/AIS-230403This paper is dedicated to the development and research of the advanced IoT-based fuzzy control system of the irrigation process for smart farming complexes of various types. The proposed automatic control system makes it possible to attain sufficiently ...
- research-articleAugust 2024
Fuzzy-based weighted fair queue scheduling technique for internet of things networks
International Journal of Information and Communication Technology (IJICT), Volume 25, Issue 3Pages 265–280https://doi.org/10.1504/ijict.2024.140488In an IoT enabled network, a variety of devices are interconnected to each other and communicate by using ultra low power communication technology known as time slotted channel hopping mechanism. To transmit information accurately, efficiently and in ...
- research-articleMay 2024
A comparison study of two implemented fuzzy-based models for decision of logical trust
Journal of High Speed Networks (JHSN), Volume 30, Issue 2Pages 279–295https://doi.org/10.3233/JHS-230189In recent years, the human-to-human and human-to-things relationships are becoming complicated and unreliable, which makes harder decisions in a variety of situations. As a result, trust computing is gaining interest in a number of research fields. The ...
- research-articleApril 2024
Applications of Bluetooth and Wi-Fi-Direct for local communication and their performance evaluation
International Journal of Communication Networks and Distributed Systems (IJCNDS), Volume 30, Issue 3Pages 243–263https://doi.org/10.1504/ijcnds.2024.138209Wireless connectivity may not be available in congested locations (such as concerts or conference-halls) or may be interrupted by infrastructure outages caused by earthquakes and tsunamis. They are the great boon when it comes to device-to-device ...
- research-articleApril 2024
Affective computing methods for simulation of action scenarios in video games
Procedia Computer Science (PROCS), Volume 231, Issue CPages 341–346https://doi.org/10.1016/j.procs.2023.12.214AbstractVideo games are becoming a part of the lives of many, many people. They are able to evoke a wide range of emotions, from joy and excitement to fear and empathy, creating deep immersion and memorable impressions for players. How do they manage it ...
- research-articleApril 2024
Fuzzy Approach for Audio-Video Emotion Recognition in Computer Games for Children
Procedia Computer Science (PROCS), Volume 231, Issue CPages 771–778https://doi.org/10.1016/j.procs.2023.12.139AbstractComputer games are widespread nowadays and enjoyed by people of all ages. But when it comes to kids, playing these games can be more than just fun—it's a way for them to develop important skills and build emotional intelligence. Facial expressions ...
- research-articleMarch 2024
Quality evaluation of physical education in colleges and universities based on fuzzy logic
Journal of Computational Methods in Sciences and Engineering (JOCMSE), Volume 24, Issue 1Pages 165–181https://doi.org/10.3233/JCM-237029This study aims to evaluate the quality of physical education in colleges and universities by using the evaluation method based on fuzzy logic. First, summarize the basic concept of fuzzy logic and its application in the evaluation process. Then, a ...
- research-articleFebruary 2024
Optimizing closed-loop supply chain design with multi-objective demand fulfillment in a fuzzy environment using novel metaheuristic algorithm
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology (JIFS), Volume 46, Issue 2Pages 3701–3712https://doi.org/10.3233/JIFS-236612Establishing a closed-loop system that could facilitate the reusing, renovation, and recycling of the various garbage products generated by this business could prove significant value to the particular business chains involved. A system of shipping that ...