Matches in SemOpenAlex for { <https://semopenalex.org/work/W2378000358> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W2378000358 abstract "Unclassifiable region(UR) is one of the primary disadvantages in conventional multi-classification support vector machine(MSVM).To overcome the shortage and enhance the classification capacity and generalization ability of MSVM,a sample density method(SDM) is presented.SDM first constructs a hypersphere which considers the sample falling into the UR as a center and a certain threshold as radius.Then,sample density for each class in the hypersphere is computed and the class with the largest sample density is labelled for the sample.Experimental results on synthetic datasets and benchmark datasets show that SDM eliminates the UR in conventional MSVM and improves the classification performance of MSVM effectively." @default.
- W2378000358 created "2016-06-24" @default.
- W2378000358 creator A5061705104 @default.
- W2378000358 date "2010-01-01" @default.
- W2378000358 modified "2023-09-25" @default.
- W2378000358 title "Sample density method for unclassifiable region of support vector machine" @default.
- W2378000358 hasPublicationYear "2010" @default.
- W2378000358 type Work @default.
- W2378000358 sameAs 2378000358 @default.
- W2378000358 citedByCount "0" @default.
- W2378000358 crossrefType "journal-article" @default.
- W2378000358 hasAuthorship W2378000358A5061705104 @default.
- W2378000358 hasConcept C12267149 @default.
- W2378000358 hasConcept C13280743 @default.
- W2378000358 hasConcept C134306372 @default.
- W2378000358 hasConcept C138885662 @default.
- W2378000358 hasConcept C153180895 @default.
- W2378000358 hasConcept C154945302 @default.
- W2378000358 hasConcept C177148314 @default.
- W2378000358 hasConcept C178635117 @default.
- W2378000358 hasConcept C185592680 @default.
- W2378000358 hasConcept C185798385 @default.
- W2378000358 hasConcept C194051981 @default.
- W2378000358 hasConcept C198531522 @default.
- W2378000358 hasConcept C205649164 @default.
- W2378000358 hasConcept C2776562905 @default.
- W2378000358 hasConcept C2777212361 @default.
- W2378000358 hasConcept C2778137410 @default.
- W2378000358 hasConcept C33923547 @default.
- W2378000358 hasConcept C38652104 @default.
- W2378000358 hasConcept C41008148 @default.
- W2378000358 hasConcept C41895202 @default.
- W2378000358 hasConcept C43617362 @default.
- W2378000358 hasConceptScore W2378000358C12267149 @default.
- W2378000358 hasConceptScore W2378000358C13280743 @default.
- W2378000358 hasConceptScore W2378000358C134306372 @default.
- W2378000358 hasConceptScore W2378000358C138885662 @default.
- W2378000358 hasConceptScore W2378000358C153180895 @default.
- W2378000358 hasConceptScore W2378000358C154945302 @default.
- W2378000358 hasConceptScore W2378000358C177148314 @default.
- W2378000358 hasConceptScore W2378000358C178635117 @default.
- W2378000358 hasConceptScore W2378000358C185592680 @default.
- W2378000358 hasConceptScore W2378000358C185798385 @default.
- W2378000358 hasConceptScore W2378000358C194051981 @default.
- W2378000358 hasConceptScore W2378000358C198531522 @default.
- W2378000358 hasConceptScore W2378000358C205649164 @default.
- W2378000358 hasConceptScore W2378000358C2776562905 @default.
- W2378000358 hasConceptScore W2378000358C2777212361 @default.
- W2378000358 hasConceptScore W2378000358C2778137410 @default.
- W2378000358 hasConceptScore W2378000358C33923547 @default.
- W2378000358 hasConceptScore W2378000358C38652104 @default.
- W2378000358 hasConceptScore W2378000358C41008148 @default.
- W2378000358 hasConceptScore W2378000358C41895202 @default.
- W2378000358 hasConceptScore W2378000358C43617362 @default.
- W2378000358 hasLocation W23780003581 @default.
- W2378000358 hasOpenAccess W2378000358 @default.
- W2378000358 hasPrimaryLocation W23780003581 @default.
- W2378000358 hasRelatedWork W1964215280 @default.
- W2378000358 hasRelatedWork W2005622485 @default.
- W2378000358 hasRelatedWork W2021271429 @default.
- W2378000358 hasRelatedWork W2022750274 @default.
- W2378000358 hasRelatedWork W2034397850 @default.
- W2378000358 hasRelatedWork W2042619534 @default.
- W2378000358 hasRelatedWork W2044491550 @default.
- W2378000358 hasRelatedWork W2086324109 @default.
- W2378000358 hasRelatedWork W2109482673 @default.
- W2378000358 hasRelatedWork W2110182757 @default.
- W2378000358 hasRelatedWork W2134012196 @default.
- W2378000358 hasRelatedWork W2149757685 @default.
- W2378000358 hasRelatedWork W2347674290 @default.
- W2378000358 hasRelatedWork W2353996801 @default.
- W2378000358 hasRelatedWork W2366538410 @default.
- W2378000358 hasRelatedWork W2366561223 @default.
- W2378000358 hasRelatedWork W2388544830 @default.
- W2378000358 hasRelatedWork W2391158913 @default.
- W2378000358 hasRelatedWork W2944540608 @default.
- W2378000358 hasRelatedWork W3212449495 @default.
- W2378000358 isParatext "false" @default.
- W2378000358 isRetracted "false" @default.
- W2378000358 magId "2378000358" @default.
- W2378000358 workType "article" @default.