Matches in SemOpenAlex for { <https://semopenalex.org/work/W2387011866> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W2387011866 abstract "Support Vector machine is an effective supervised learning classifier by random selecting labeled samples,however it need label large-scale samples in actual large data application by manual works.This paper describes a active learning strategy for SVM. The learning strategy is motivated by the statistical query model and unsupervised clustering method.First the initial classifier with a small training set selected by unsupervised clustering operation,then prune the large training set with the initial classifier to query the in- formative unlabeled samples and add them into labeled set.New labeled set is used to update the classifier again and again until gain the expectation classifier performance.The experimental results show that the active SVM learning strategy provides the same accurate classifi- cation performance as the passive SVM classifier obtained by training large labeled set directly while minimizing the labeling effort." @default.
- W2387011866 created "2016-06-24" @default.
- W2387011866 creator A5050659799 @default.
- W2387011866 date "2008-01-01" @default.
- W2387011866 modified "2023-09-26" @default.
- W2387011866 title "An Active Learning Strategy of SVM Via Optimal Selection of Labeled Data" @default.
- W2387011866 hasPublicationYear "2008" @default.
- W2387011866 type Work @default.
- W2387011866 sameAs 2387011866 @default.
- W2387011866 citedByCount "0" @default.
- W2387011866 crossrefType "journal-article" @default.
- W2387011866 hasAuthorship W2387011866A5050659799 @default.
- W2387011866 hasConcept C119857082 @default.
- W2387011866 hasConcept C12267149 @default.
- W2387011866 hasConcept C153180895 @default.
- W2387011866 hasConcept C154945302 @default.
- W2387011866 hasConcept C173102733 @default.
- W2387011866 hasConcept C2776145971 @default.
- W2387011866 hasConcept C41008148 @default.
- W2387011866 hasConcept C51632099 @default.
- W2387011866 hasConcept C52620605 @default.
- W2387011866 hasConcept C58973888 @default.
- W2387011866 hasConcept C73555534 @default.
- W2387011866 hasConcept C8038995 @default.
- W2387011866 hasConcept C95623464 @default.
- W2387011866 hasConceptScore W2387011866C119857082 @default.
- W2387011866 hasConceptScore W2387011866C12267149 @default.
- W2387011866 hasConceptScore W2387011866C153180895 @default.
- W2387011866 hasConceptScore W2387011866C154945302 @default.
- W2387011866 hasConceptScore W2387011866C173102733 @default.
- W2387011866 hasConceptScore W2387011866C2776145971 @default.
- W2387011866 hasConceptScore W2387011866C41008148 @default.
- W2387011866 hasConceptScore W2387011866C51632099 @default.
- W2387011866 hasConceptScore W2387011866C52620605 @default.
- W2387011866 hasConceptScore W2387011866C58973888 @default.
- W2387011866 hasConceptScore W2387011866C73555534 @default.
- W2387011866 hasConceptScore W2387011866C8038995 @default.
- W2387011866 hasConceptScore W2387011866C95623464 @default.
- W2387011866 hasLocation W23870118661 @default.
- W2387011866 hasOpenAccess W2387011866 @default.
- W2387011866 hasPrimaryLocation W23870118661 @default.
- W2387011866 hasRelatedWork W144831587 @default.
- W2387011866 hasRelatedWork W1639120540 @default.
- W2387011866 hasRelatedWork W1676617097 @default.
- W2387011866 hasRelatedWork W1984989304 @default.
- W2387011866 hasRelatedWork W2082867418 @default.
- W2387011866 hasRelatedWork W2152886525 @default.
- W2387011866 hasRelatedWork W2154332623 @default.
- W2387011866 hasRelatedWork W2154845624 @default.
- W2387011866 hasRelatedWork W2165984738 @default.
- W2387011866 hasRelatedWork W2253084118 @default.
- W2387011866 hasRelatedWork W2353357917 @default.
- W2387011866 hasRelatedWork W2360372103 @default.
- W2387011866 hasRelatedWork W2361006564 @default.
- W2387011866 hasRelatedWork W2364325338 @default.
- W2387011866 hasRelatedWork W2365824047 @default.
- W2387011866 hasRelatedWork W2392142134 @default.
- W2387011866 hasRelatedWork W2505990019 @default.
- W2387011866 hasRelatedWork W2806694347 @default.
- W2387011866 hasRelatedWork W3177628004 @default.
- W2387011866 hasRelatedWork W2869102047 @default.
- W2387011866 isParatext "false" @default.
- W2387011866 isRetracted "false" @default.
- W2387011866 magId "2387011866" @default.
- W2387011866 workType "article" @default.