Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Book Chapter Book Chapter Faculty Publications- Book Chapter Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource XGBoost Design byMulti-verse Optimiser: An Application forNetwork Intrusion Detection Subject The topic of the resource Computer networks; Intrusion detection; Machine learning; Multi-verse optimiser; Optimisation; Parameter tuning Description An account of the resource This article presents the results of an experimental study, which aims to assess the efficiency of the performance of a novel multi-verse optimiser algorithm for the optimisation of parameters of a network intrusion detection system event classifier. The article gives an overview of computer network intrusion detection, outlines common issues faced by software solutions tackling this problem, and proposes using a machine learning algorithm to help solve some of these common issues. An XGBoost classification model with a multi-verse optimisation algorithm for adaptive search and optimisation is used to solve the network intrusion detection system event classifier hyper-parameter optimisation problem. Results of this experimental study are presented and discussed, the improvements compared to previous solutions is shown, and a possible direction of future work in this domain is given in the conclusion. 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Tair M.; Bacanin N.; Zivkovic M.; Venkatachalam K.; Strumberger I. Source A related resource from which the described resource is derived Lecture Notes on Data Engineering and Communications Technologies, Vol-126, pp. 1-16. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-19-2069-1_1" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-19-2069-1_1</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85134593662&amp;doi=10.1007%2F978-981-19-2069-1_1&amp;partnerID=40&amp;md5=dfcce8612e2829a60d34f56c1fbfd22f" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85134593662&amp;doi=10.1007%2f978-981-19-2069-1_1&amp;partnerID=40&amp;md5=dfcce8612e2829a60d34f56c1fbfd22f</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23674512 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Tair M., Singidunum University, Danijelova 32, Belgrade, 11000, Serbia; Bacanin N., Singidunum University, Danijelova 32, Belgrade, 11000, Serbia; Zivkovic M., Singidunum University, Danijelova 32, Belgrade, 11000, Serbia; Venkatachalam K., Christ (Deemed to be University), Bangalore, India; Strumberger I., Singidunum University, Danijelova 32, Belgrade, 11000, Serbia