Matches in SemOpenAlex for { <https://semopenalex.org/work/W4286511238> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W4286511238 endingPage "108912" @default.
- W4286511238 startingPage "108912" @default.
- W4286511238 abstract "The intrusion detection system (IDS) has gained a rapid increase of interest due to its widely recognized potential in various security fields, however, it suffers from several challenges. Different network datasets have several redundant and irrelevant features that affect the decision of the IDS classifier. Therefore, it is essential to decrease these features to improve the system performance. In this paper, an efficient wrapper feature selection method is proposed for improving the performance and decreasing the processing time of the IDS. The proposed approach employs a differential evaluation algorithm to select the useful features whilst the extreme learning machine classifier is applied after feature selection to evaluate the selected features. Many experiments are performed using the full NSL-KDD dataset to evaluate the performance of the proposed method. The results prove that the proposed approach can efficiently reduce the features, increase the accuracy, reduce the false alarm rates, and improve the processing time of the IDS in comparison to other recent related works." @default.
- W4286511238 created "2022-07-22" @default.
- W4286511238 creator A5018375621 @default.
- W4286511238 creator A5032131658 @default.
- W4286511238 creator A5064182901 @default.
- W4286511238 date "2022-12-01" @default.
- W4286511238 modified "2023-10-14" @default.
- W4286511238 title "Wrapper feature selection method based differential evolution and extreme learning machine for intrusion detection system" @default.
- W4286511238 cites W1196375415 @default.
- W4286511238 cites W1595159159 @default.
- W4286511238 cites W2075002806 @default.
- W4286511238 cites W2078043922 @default.
- W4286511238 cites W2326324325 @default.
- W4286511238 cites W2507920413 @default.
- W4286511238 cites W2615173403 @default.
- W4286511238 cites W2626468835 @default.
- W4286511238 cites W2767681593 @default.
- W4286511238 cites W2791315675 @default.
- W4286511238 cites W2794048982 @default.
- W4286511238 cites W2794406470 @default.
- W4286511238 cites W2802370541 @default.
- W4286511238 cites W2942432988 @default.
- W4286511238 cites W2964937598 @default.
- W4286511238 cites W3036517673 @default.
- W4286511238 cites W3117829857 @default.
- W4286511238 cites W3132199788 @default.
- W4286511238 cites W3139057636 @default.
- W4286511238 cites W3153580016 @default.
- W4286511238 cites W416692946 @default.
- W4286511238 cites W836876797 @default.
- W4286511238 doi "https://doi.org/10.1016/j.patcog.2022.108912" @default.
- W4286511238 hasPublicationYear "2022" @default.
- W4286511238 type Work @default.
- W4286511238 citedByCount "22" @default.
- W4286511238 countsByYear W42865112382022 @default.
- W4286511238 countsByYear W42865112382023 @default.
- W4286511238 crossrefType "journal-article" @default.
- W4286511238 hasAuthorship W4286511238A5018375621 @default.
- W4286511238 hasAuthorship W4286511238A5032131658 @default.
- W4286511238 hasAuthorship W4286511238A5064182901 @default.
- W4286511238 hasConcept C119857082 @default.
- W4286511238 hasConcept C124101348 @default.
- W4286511238 hasConcept C148483581 @default.
- W4286511238 hasConcept C153180895 @default.
- W4286511238 hasConcept C154945302 @default.
- W4286511238 hasConcept C2776836416 @default.
- W4286511238 hasConcept C2780150128 @default.
- W4286511238 hasConcept C35525427 @default.
- W4286511238 hasConcept C41008148 @default.
- W4286511238 hasConcept C50644808 @default.
- W4286511238 hasConcept C74750220 @default.
- W4286511238 hasConcept C77052588 @default.
- W4286511238 hasConcept C95623464 @default.
- W4286511238 hasConceptScore W4286511238C119857082 @default.
- W4286511238 hasConceptScore W4286511238C124101348 @default.
- W4286511238 hasConceptScore W4286511238C148483581 @default.
- W4286511238 hasConceptScore W4286511238C153180895 @default.
- W4286511238 hasConceptScore W4286511238C154945302 @default.
- W4286511238 hasConceptScore W4286511238C2776836416 @default.
- W4286511238 hasConceptScore W4286511238C2780150128 @default.
- W4286511238 hasConceptScore W4286511238C35525427 @default.
- W4286511238 hasConceptScore W4286511238C41008148 @default.
- W4286511238 hasConceptScore W4286511238C50644808 @default.
- W4286511238 hasConceptScore W4286511238C74750220 @default.
- W4286511238 hasConceptScore W4286511238C77052588 @default.
- W4286511238 hasConceptScore W4286511238C95623464 @default.
- W4286511238 hasLocation W42865112381 @default.
- W4286511238 hasOpenAccess W4286511238 @default.
- W4286511238 hasPrimaryLocation W42865112381 @default.
- W4286511238 hasRelatedWork W2022050244 @default.
- W4286511238 hasRelatedWork W2130044479 @default.
- W4286511238 hasRelatedWork W2151404708 @default.
- W4286511238 hasRelatedWork W2374211671 @default.
- W4286511238 hasRelatedWork W2380006768 @default.
- W4286511238 hasRelatedWork W2982280075 @default.
- W4286511238 hasRelatedWork W3200179079 @default.
- W4286511238 hasRelatedWork W4243523566 @default.
- W4286511238 hasRelatedWork W4286511238 @default.
- W4286511238 hasRelatedWork W2587538742 @default.
- W4286511238 hasVolume "132" @default.
- W4286511238 isParatext "false" @default.
- W4286511238 isRetracted "false" @default.
- W4286511238 workType "article" @default.