Novel hybrid firefly algorithm: an application to enhance XGBoost tuning for intrusion detection classification

The research proposed in this article presents a novel improved version of the widely adopted firefly algorithm and its application for tuning and optimising XGBoost classifier hyper-parameters for network intrusion detection. One of the greatest issues in the domain of network intrusion detection s...

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Detalles Bibliográficos
Autores principales: Zivkovic, Miodrag, Tair, Milan, K, Venkatachalam, Bacanin, Nebojsa, Hubálovský, Štěpán, Trojovský, Pavel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Algorithms and Analysis of Algorithms
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9137854/
https://www.ncbi.nlm.nih.gov/pubmed/35634110
http://dx.doi.org/10.7717/peerj-cs.956

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9137854/
https://www.ncbi.nlm.nih.gov/pubmed/35634110
http://dx.doi.org/10.7717/peerj-cs.956

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