Matches in SemOpenAlex for { <https://semopenalex.org/work/W2347674290> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W2347674290 abstract "Support Vector Machine(SVM) is one of the most effective classifiers,which has very high classification accuracy and good generalization ability.However,SVM training yet is very complicated for large-scale data sets.A one-class SVM(OC-SVM)-based classification is proposed.In this method,training sets are reduced by the random selection algorithm to increase training speed.Meanwhile,original data which are the neighbors of samples in hypersphere intersection are recovered to ensure SVM classification accuracy.The experimental results show that the method reduces the computational complexity at a great extent,so the training speed is improved for large-scale data sets." @default.
- W2347674290 created "2016-06-24" @default.
- W2347674290 creator A5001108426 @default.
- W2347674290 date "2011-01-01" @default.
- W2347674290 modified "2023-09-24" @default.
- W2347674290 title "OC-SVM-based classification for large-scale data sets" @default.
- W2347674290 hasPublicationYear "2011" @default.
- W2347674290 type Work @default.
- W2347674290 sameAs 2347674290 @default.
- W2347674290 citedByCount "0" @default.
- W2347674290 crossrefType "journal-article" @default.
- W2347674290 hasAuthorship W2347674290A5001108426 @default.
- W2347674290 hasConcept C119857082 @default.
- W2347674290 hasConcept C121332964 @default.
- W2347674290 hasConcept C12267149 @default.
- W2347674290 hasConcept C124101348 @default.
- W2347674290 hasConcept C125168437 @default.
- W2347674290 hasConcept C127413603 @default.
- W2347674290 hasConcept C134306372 @default.
- W2347674290 hasConcept C146978453 @default.
- W2347674290 hasConcept C153180895 @default.
- W2347674290 hasConcept C154945302 @default.
- W2347674290 hasConcept C177148314 @default.
- W2347674290 hasConcept C2776562905 @default.
- W2347674290 hasConcept C2777212361 @default.
- W2347674290 hasConcept C2778755073 @default.
- W2347674290 hasConcept C33923547 @default.
- W2347674290 hasConcept C41008148 @default.
- W2347674290 hasConcept C51632099 @default.
- W2347674290 hasConcept C62520636 @default.
- W2347674290 hasConcept C64543145 @default.
- W2347674290 hasConcept C81917197 @default.
- W2347674290 hasConceptScore W2347674290C119857082 @default.
- W2347674290 hasConceptScore W2347674290C121332964 @default.
- W2347674290 hasConceptScore W2347674290C12267149 @default.
- W2347674290 hasConceptScore W2347674290C124101348 @default.
- W2347674290 hasConceptScore W2347674290C125168437 @default.
- W2347674290 hasConceptScore W2347674290C127413603 @default.
- W2347674290 hasConceptScore W2347674290C134306372 @default.
- W2347674290 hasConceptScore W2347674290C146978453 @default.
- W2347674290 hasConceptScore W2347674290C153180895 @default.
- W2347674290 hasConceptScore W2347674290C154945302 @default.
- W2347674290 hasConceptScore W2347674290C177148314 @default.
- W2347674290 hasConceptScore W2347674290C2776562905 @default.
- W2347674290 hasConceptScore W2347674290C2777212361 @default.
- W2347674290 hasConceptScore W2347674290C2778755073 @default.
- W2347674290 hasConceptScore W2347674290C33923547 @default.
- W2347674290 hasConceptScore W2347674290C41008148 @default.
- W2347674290 hasConceptScore W2347674290C51632099 @default.
- W2347674290 hasConceptScore W2347674290C62520636 @default.
- W2347674290 hasConceptScore W2347674290C64543145 @default.
- W2347674290 hasConceptScore W2347674290C81917197 @default.
- W2347674290 hasLocation W23476742901 @default.
- W2347674290 hasOpenAccess W2347674290 @default.
- W2347674290 hasPrimaryLocation W23476742901 @default.
- W2347674290 hasRelatedWork W1526351492 @default.
- W2347674290 hasRelatedWork W1558785121 @default.
- W2347674290 hasRelatedWork W1751962365 @default.
- W2347674290 hasRelatedWork W1967083040 @default.
- W2347674290 hasRelatedWork W1985487944 @default.
- W2347674290 hasRelatedWork W2005622485 @default.
- W2347674290 hasRelatedWork W2022750274 @default.
- W2347674290 hasRelatedWork W2034397850 @default.
- W2347674290 hasRelatedWork W2109482673 @default.
- W2347674290 hasRelatedWork W2110182757 @default.
- W2347674290 hasRelatedWork W2123374135 @default.
- W2347674290 hasRelatedWork W2134012196 @default.
- W2347674290 hasRelatedWork W2161549499 @default.
- W2347674290 hasRelatedWork W2349201804 @default.
- W2347674290 hasRelatedWork W2376851399 @default.
- W2347674290 hasRelatedWork W2379564223 @default.
- W2347674290 hasRelatedWork W2381452297 @default.
- W2347674290 hasRelatedWork W2391450451 @default.
- W2347674290 hasRelatedWork W285381208 @default.
- W2347674290 hasRelatedWork W2400088669 @default.
- W2347674290 isParatext "false" @default.
- W2347674290 isRetracted "false" @default.
- W2347674290 magId "2347674290" @default.
- W2347674290 workType "article" @default.