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Review on meta-heuristics approaches for airside operation research
2018
Applied Soft Computing
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[27] and Particle Swarm Optimisation (PSO) [28]. ...
In general, meta-heuristics can be categorised as the single solution-based methods and population-based methods [14] . ...
Acknowledgements The authors would like express their gratitude and appreciation to the five anonymous reviewers, the editor-in-chief, the managing editor and the handling editor for providing valuable ...
doi:10.1016/j.asoc.2018.02.013
fatcat:fvpq3pblwjbghdtdxi5a6sh73e
User Activity Analysis Via Network Traffic Using DNN and Optimized Federated Learning based Privacy Preserving Method in Mobile Wireless Networks
2023
Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications
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Potential solutions for managing networks and their security using network traffic are based on UAA (User Activity Analysis). ...
Hence, this work proposes OFedeMWOUAA (optimal federated learning-based UAA technique with Meadow Wolf Optimisation) and DNN (deep Neuron Networks) for minimizing risks of data leakages in MWNs (Mobile ...
Their simulation findings show that, in compared to current Reverse Glowworm Swarm Optimisation technique, the suggested approach decreased energy usage by 14 to 70%. ...
doi:10.58346/jowua.2023.i2.006
fatcat:a43gbl54orb7dizszvuzru5xce
Clustering Based Optimal Cluster Head Selection Using Bio-Inspired Neural Network in Energy Optimization of 6LowPAN
2022
Energies
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The performance of the Graph-Grid-based Convolution clustered neural network with fish swarm optimization (GG-Conv_Clus-FSO) in energy optimization of the network is compared with existing state-of-the-art ...
By the initiation of Grid formation across the sensor nodes, which can simplify the cluster formation, the Cluster Head (CH) selection is accomplished using fish swarm optimization (FSO). ...
Data Availability Statement: Data will be shared for review based on the editorial reviewer's request. ...
doi:10.3390/en15134528
fatcat:cgxa2y7iwzhtzdnmq3nzy4x4pu
Recent Studies Utilizing Artificial Intelligence Techniques for Solving Data Collection, Aggregation and Dissemination Challenges in Wireless Sensor Networks: A Review
2022
Electronics
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In this paper, we highlight data collection, aggregation and dissemination challenges in WSN and present a comprehensive discussion on the recent studies that utilized various AI methods to meet specific ...
In this survey, we analyze the existing research trends with respect to Artificial Intelligence (AI) methods in WSN and the possible use of these methods for WSN enhancement. ...
A method named Hybridized Pareto-Glowworm Swarm Optimization and Authenticated Data Communication (HPGSO-ADC) is presented in [51] for reliable and secure communication of data. ...
doi:10.3390/electronics11030313
fatcat:yygqqieoirg6zepo5ujwzt7q4q
ML-Based 5G Network Slicing Security: A Comprehensive Survey
2022
Future Internet
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This study focused on the security issues that arise during the network slice lifecycle. ...
Since it is difficult to provide all of these services on a physical network, the 5G network is partitioned into multiple virtual networks called "slices". ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/fi14040116
fatcat:pe3niis5hfeohe62rj2gldh74q
FUNDAMENTALS OF MACHINE LEARNING TECHNIQUES
[article]
2024
Zenodo
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Statistics, computer science, and machine learning are the three fields that you need to focus on for this project. ...
When you plot the number of publications that these academics have had in the two major subjects, which are statistics and computer science, you obtain a scatter plot that looks quite similar to the one ...
This action will be based on the "prediction" technique that will be carried out. ...
doi:10.5281/zenodo.10578841
fatcat:52jgvxgypvbbjcvrwtm75ujovy
ИНТЕЛЛЕКТУАЛЬНЫЕ САПР
2016
IZVESTIYA SFedU ENGINEERING SCIENCES
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The most promising deals with methods and algorithms based on swarm intelligence. ...
Algoritm parametricheskoy optimizatsii na osnove modeli povedeniya roya svetlyachkov [Parametric optimization algorithm based on the model of glowworm swarm behavior], Izvestiya YuFU. ...
Today the CAD tools for fully automated synthesis of circuit layout based on FinFET structures are absent, as the number of design rules and constraints on technology 22 nm and below is significantly increased ...
doi:10.18522/2311-3103-2016-1-3
fatcat:oikwplahtnbihm4xamj7g4zd7i