Matches in SemOpenAlex for { <https://semopenalex.org/work/W2381398046> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W2381398046 abstract "The performance of traditional support vector machine(SVM) drops significantly when it is applied to the problem of learning from unbalanced datasets where the normal instances heavily outnumbers the fault instances.To address this problem,a novel fault detection approach was proposed based on a variant of synthetic minority over-sample technique(SMOTE) combined with different error cost-sensitive SVM.As the SVM decision boundary is determined only by a small quantity of support vectors,consequently,based on SMOTE,a new minority over-sample method was presented,in which only the minority examples near the borderline are over-sampled.In order to solve the noise effect,the different error cost-sensitive SVM based on K-nearest neighbors(KNN) was adopted to remedy the problem of noise positive instances.The proposed algorithm was applied in bearings fault detection and its results were compared with those by the algorithms of traditional SVM,different classes of cost-sensitive SVMs(SVM-C) and SVM+SMOTE.The experimental results show the approach can achieve better detection performance than other methods." @default.
- W2381398046 created "2016-06-24" @default.
- W2381398046 creator A5080441463 @default.
- W2381398046 date "2010-01-01" @default.
- W2381398046 modified "2023-09-25" @default.
- W2381398046 title "Novel fault detection method based on SVM with unbalanced datasets" @default.
- W2381398046 hasPublicationYear "2010" @default.
- W2381398046 type Work @default.
- W2381398046 sameAs 2381398046 @default.
- W2381398046 citedByCount "0" @default.
- W2381398046 crossrefType "journal-article" @default.
- W2381398046 hasAuthorship W2381398046A5080441463 @default.
- W2381398046 hasConcept C115961682 @default.
- W2381398046 hasConcept C119857082 @default.
- W2381398046 hasConcept C12267149 @default.
- W2381398046 hasConcept C124101348 @default.
- W2381398046 hasConcept C127313418 @default.
- W2381398046 hasConcept C134306372 @default.
- W2381398046 hasConcept C152745839 @default.
- W2381398046 hasConcept C153180895 @default.
- W2381398046 hasConcept C154945302 @default.
- W2381398046 hasConcept C165205528 @default.
- W2381398046 hasConcept C172707124 @default.
- W2381398046 hasConcept C175551986 @default.
- W2381398046 hasConcept C185592680 @default.
- W2381398046 hasConcept C198531522 @default.
- W2381398046 hasConcept C33923547 @default.
- W2381398046 hasConcept C41008148 @default.
- W2381398046 hasConcept C42023084 @default.
- W2381398046 hasConcept C43617362 @default.
- W2381398046 hasConcept C62354387 @default.
- W2381398046 hasConcept C99498987 @default.
- W2381398046 hasConceptScore W2381398046C115961682 @default.
- W2381398046 hasConceptScore W2381398046C119857082 @default.
- W2381398046 hasConceptScore W2381398046C12267149 @default.
- W2381398046 hasConceptScore W2381398046C124101348 @default.
- W2381398046 hasConceptScore W2381398046C127313418 @default.
- W2381398046 hasConceptScore W2381398046C134306372 @default.
- W2381398046 hasConceptScore W2381398046C152745839 @default.
- W2381398046 hasConceptScore W2381398046C153180895 @default.
- W2381398046 hasConceptScore W2381398046C154945302 @default.
- W2381398046 hasConceptScore W2381398046C165205528 @default.
- W2381398046 hasConceptScore W2381398046C172707124 @default.
- W2381398046 hasConceptScore W2381398046C175551986 @default.
- W2381398046 hasConceptScore W2381398046C185592680 @default.
- W2381398046 hasConceptScore W2381398046C198531522 @default.
- W2381398046 hasConceptScore W2381398046C33923547 @default.
- W2381398046 hasConceptScore W2381398046C41008148 @default.
- W2381398046 hasConceptScore W2381398046C42023084 @default.
- W2381398046 hasConceptScore W2381398046C43617362 @default.
- W2381398046 hasConceptScore W2381398046C62354387 @default.
- W2381398046 hasConceptScore W2381398046C99498987 @default.
- W2381398046 hasLocation W23813980461 @default.
- W2381398046 hasOpenAccess W2381398046 @default.
- W2381398046 hasPrimaryLocation W23813980461 @default.
- W2381398046 hasRelatedWork W1501644832 @default.
- W2381398046 hasRelatedWork W2013850752 @default.
- W2381398046 hasRelatedWork W2034397850 @default.
- W2381398046 hasRelatedWork W2042095927 @default.
- W2381398046 hasRelatedWork W2102553163 @default.
- W2381398046 hasRelatedWork W2192508278 @default.
- W2381398046 hasRelatedWork W2226234900 @default.
- W2381398046 hasRelatedWork W2273614765 @default.
- W2381398046 hasRelatedWork W2355672493 @default.
- W2381398046 hasRelatedWork W2367094484 @default.
- W2381398046 hasRelatedWork W2372463988 @default.
- W2381398046 hasRelatedWork W2373271772 @default.
- W2381398046 hasRelatedWork W2379564223 @default.
- W2381398046 hasRelatedWork W2386896262 @default.
- W2381398046 hasRelatedWork W2735186907 @default.
- W2381398046 hasRelatedWork W2763619424 @default.
- W2381398046 hasRelatedWork W2796456072 @default.
- W2381398046 hasRelatedWork W2909282250 @default.
- W2381398046 hasRelatedWork W3014524176 @default.
- W2381398046 hasRelatedWork W3128898969 @default.
- W2381398046 isParatext "false" @default.
- W2381398046 isRetracted "false" @default.
- W2381398046 magId "2381398046" @default.
- W2381398046 workType "article" @default.