Matches in SemOpenAlex for { <https://semopenalex.org/work/W2370571279> ?p ?o ?g. }
Showing items 1 to 61 of
61
with 100 items per page.
- W2370571279 abstract "In network intrusion detection,aiming to the problem that high dimensional and large network data results in long training time and low detecting speed of Support Vector Machine(SVM),this paper proposes an approach for SVM intrusion detection based on middle classification hyperplane.Based on clustering normal and attack training samples,by defining approaching degree of boundary surface of every clustering center,quadratic expression of standard SVM is improved;improved SVM is trained with clustering centers to obtain a middle classification hyperplane;then training samples are reduced by defining distance threshold to obtaining Possible Support Vectors(PSV).Experimental results on KDDCUP1999 data-set show that the method is more effective than cluster SVM in reducing training samples and improving the training and detecting speed of SVM." @default.
- W2370571279 created "2016-06-24" @default.
- W2370571279 creator A5065866720 @default.
- W2370571279 date "2011-01-01" @default.
- W2370571279 modified "2023-09-28" @default.
- W2370571279 title "SVM Intrusion Detection Based on Middle Classification Hyperplane" @default.
- W2370571279 hasPublicationYear "2011" @default.
- W2370571279 type Work @default.
- W2370571279 sameAs 2370571279 @default.
- W2370571279 citedByCount "0" @default.
- W2370571279 crossrefType "journal-article" @default.
- W2370571279 hasAuthorship W2370571279A5065866720 @default.
- W2370571279 hasConcept C12267149 @default.
- W2370571279 hasConcept C124101348 @default.
- W2370571279 hasConcept C153180895 @default.
- W2370571279 hasConcept C154945302 @default.
- W2370571279 hasConcept C2524010 @default.
- W2370571279 hasConcept C33923547 @default.
- W2370571279 hasConcept C35525427 @default.
- W2370571279 hasConcept C41008148 @default.
- W2370571279 hasConcept C58489278 @default.
- W2370571279 hasConcept C68693459 @default.
- W2370571279 hasConcept C73555534 @default.
- W2370571279 hasConceptScore W2370571279C12267149 @default.
- W2370571279 hasConceptScore W2370571279C124101348 @default.
- W2370571279 hasConceptScore W2370571279C153180895 @default.
- W2370571279 hasConceptScore W2370571279C154945302 @default.
- W2370571279 hasConceptScore W2370571279C2524010 @default.
- W2370571279 hasConceptScore W2370571279C33923547 @default.
- W2370571279 hasConceptScore W2370571279C35525427 @default.
- W2370571279 hasConceptScore W2370571279C41008148 @default.
- W2370571279 hasConceptScore W2370571279C58489278 @default.
- W2370571279 hasConceptScore W2370571279C68693459 @default.
- W2370571279 hasConceptScore W2370571279C73555534 @default.
- W2370571279 hasLocation W23705712791 @default.
- W2370571279 hasOpenAccess W2370571279 @default.
- W2370571279 hasPrimaryLocation W23705712791 @default.
- W2370571279 hasRelatedWork W113535010 @default.
- W2370571279 hasRelatedWork W1582521188 @default.
- W2370571279 hasRelatedWork W1967083040 @default.
- W2370571279 hasRelatedWork W1967880316 @default.
- W2370571279 hasRelatedWork W2005622485 @default.
- W2370571279 hasRelatedWork W2034397850 @default.
- W2370571279 hasRelatedWork W2042619534 @default.
- W2370571279 hasRelatedWork W2104684935 @default.
- W2370571279 hasRelatedWork W2161549499 @default.
- W2370571279 hasRelatedWork W2347674290 @default.
- W2370571279 hasRelatedWork W2360618226 @default.
- W2370571279 hasRelatedWork W2369817004 @default.
- W2370571279 hasRelatedWork W2377135577 @default.
- W2370571279 hasRelatedWork W2379993480 @default.
- W2370571279 hasRelatedWork W2388180812 @default.
- W2370571279 hasRelatedWork W2391450451 @default.
- W2370571279 hasRelatedWork W2392677017 @default.
- W2370571279 hasRelatedWork W2393265995 @default.
- W2370571279 hasRelatedWork W2842499398 @default.
- W2370571279 hasRelatedWork W2960998994 @default.
- W2370571279 isParatext "false" @default.
- W2370571279 isRetracted "false" @default.
- W2370571279 magId "2370571279" @default.
- W2370571279 workType "article" @default.