Matches in SemOpenAlex for { <https://semopenalex.org/work/W2275441390> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W2275441390 abstract "In view of the problems in the theory of support vector machine (SVM) and intrusion detection model, a new method of multi-classification intrusion detection model based on relevance vector machine (RVM) is proposed. Because RVM is based on Bayesian framework, a priori knowledge of the penalty term is introduced. The RVM algorithm needs less relevance vectors (RVs) (support vectors (SVs) in SVM) and it has better generalization ability than SVM. In order to get better classifier in anomaly detection, we analyze and model RVM algorithm using KDD99 dataset. Firstly, the Principal Components Analysis (PCA) is used to reduce the dimensionality of the feature vectors to enable better analysis of the data. Secondly, a multi-classification intrusion detection model based on relevance vector machine is designed to match these features. Finally, the matching forecast results of this model are achieved. The experiments show that this model has higher detection rate and better computational efficiency." @default.
- W2275441390 created "2016-06-24" @default.
- W2275441390 creator A5002727597 @default.
- W2275441390 creator A5023313887 @default.
- W2275441390 creator A5035095878 @default.
- W2275441390 creator A5084540043 @default.
- W2275441390 date "2015-12-01" @default.
- W2275441390 modified "2023-09-27" @default.
- W2275441390 title "A Novel Multi-classification Intrusion Detection Model Based on Relevance Vector Machine" @default.
- W2275441390 cites W1591455812 @default.
- W2275441390 cites W1851258275 @default.
- W2275441390 cites W1974528911 @default.
- W2275441390 cites W1995126785 @default.
- W2275441390 cites W2057144102 @default.
- W2275441390 cites W2059682003 @default.
- W2275441390 cites W2099940443 @default.
- W2275441390 cites W2169535263 @default.
- W2275441390 cites W2559773779 @default.
- W2275441390 cites W49281847 @default.
- W2275441390 doi "https://doi.org/10.1109/cis.2015.81" @default.
- W2275441390 hasPublicationYear "2015" @default.
- W2275441390 type Work @default.
- W2275441390 sameAs 2275441390 @default.
- W2275441390 citedByCount "3" @default.
- W2275441390 countsByYear W22754413902021 @default.
- W2275441390 countsByYear W22754413902022 @default.
- W2275441390 countsByYear W22754413902023 @default.
- W2275441390 crossrefType "proceedings-article" @default.
- W2275441390 hasAuthorship W2275441390A5002727597 @default.
- W2275441390 hasAuthorship W2275441390A5023313887 @default.
- W2275441390 hasAuthorship W2275441390A5035095878 @default.
- W2275441390 hasAuthorship W2275441390A5084540043 @default.
- W2275441390 hasConcept C119857082 @default.
- W2275441390 hasConcept C12267149 @default.
- W2275441390 hasConcept C124101348 @default.
- W2275441390 hasConcept C125168437 @default.
- W2275441390 hasConcept C14948415 @default.
- W2275441390 hasConcept C153180895 @default.
- W2275441390 hasConcept C154945302 @default.
- W2275441390 hasConcept C158154518 @default.
- W2275441390 hasConcept C17744445 @default.
- W2275441390 hasConcept C199539241 @default.
- W2275441390 hasConcept C35525427 @default.
- W2275441390 hasConcept C41008148 @default.
- W2275441390 hasConceptScore W2275441390C119857082 @default.
- W2275441390 hasConceptScore W2275441390C12267149 @default.
- W2275441390 hasConceptScore W2275441390C124101348 @default.
- W2275441390 hasConceptScore W2275441390C125168437 @default.
- W2275441390 hasConceptScore W2275441390C14948415 @default.
- W2275441390 hasConceptScore W2275441390C153180895 @default.
- W2275441390 hasConceptScore W2275441390C154945302 @default.
- W2275441390 hasConceptScore W2275441390C158154518 @default.
- W2275441390 hasConceptScore W2275441390C17744445 @default.
- W2275441390 hasConceptScore W2275441390C199539241 @default.
- W2275441390 hasConceptScore W2275441390C35525427 @default.
- W2275441390 hasConceptScore W2275441390C41008148 @default.
- W2275441390 hasLocation W22754413901 @default.
- W2275441390 hasOpenAccess W2275441390 @default.
- W2275441390 hasPrimaryLocation W22754413901 @default.
- W2275441390 hasRelatedWork W147281455 @default.
- W2275441390 hasRelatedWork W1983450045 @default.
- W2275441390 hasRelatedWork W2101819884 @default.
- W2275441390 hasRelatedWork W2127479890 @default.
- W2275441390 hasRelatedWork W2349452475 @default.
- W2275441390 hasRelatedWork W2528215262 @default.
- W2275441390 hasRelatedWork W2993844776 @default.
- W2275441390 hasRelatedWork W4205958290 @default.
- W2275441390 hasRelatedWork W4291214623 @default.
- W2275441390 hasRelatedWork W2244511066 @default.
- W2275441390 isParatext "false" @default.
- W2275441390 isRetracted "false" @default.
- W2275441390 magId "2275441390" @default.
- W2275441390 workType "article" @default.