Matches in SemOpenAlex for { <https://semopenalex.org/work/W3100567744> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W3100567744 abstract "Support vector machine (SVM) classifiers represent one of the most powerful and promising tools for solving classification problems. In the past decade SVMs have been shown to have excellent performance in the field of data mining. The standard SVM classifier treats all instances equally. However, in many applications we have different levels of confidence in different instances that belong to a particular class. Fuzzy SVMs have been used to recognize the importance of each training instance. Although these schemes are called fuzzy SVMs, they are basically trained by weighted training instances. In this paper we propose a new robust weighting scheme for the class memberships for fuzzy SVM classifier. The weighting scheme is a sophisticated and effective method for weighting the training instances which makes use of highly discriminating patterns called emerging patterns (EPs). Our experiments show that this new weighting method has excellent performance and noise tolerance compared to the weighting scheme previously proposed. © 2010, Australian Computer Society, Inc." @default.
- W3100567744 created "2020-11-23" @default.
- W3100567744 creator A5012041586 @default.
- W3100567744 creator A5028269748 @default.
- W3100567744 creator A5069895484 @default.
- W3100567744 date "2010-01-01" @default.
- W3100567744 modified "2023-09-27" @default.
- W3100567744 title "EP-based robust weighting scheme for fuzzy SVMS" @default.
- W3100567744 hasPublicationYear "2010" @default.
- W3100567744 type Work @default.
- W3100567744 sameAs 3100567744 @default.
- W3100567744 citedByCount "0" @default.
- W3100567744 crossrefType "journal-article" @default.
- W3100567744 hasAuthorship W3100567744A5012041586 @default.
- W3100567744 hasAuthorship W3100567744A5028269748 @default.
- W3100567744 hasAuthorship W3100567744A5069895484 @default.
- W3100567744 hasConcept C119857082 @default.
- W3100567744 hasConcept C12267149 @default.
- W3100567744 hasConcept C124101348 @default.
- W3100567744 hasConcept C126838900 @default.
- W3100567744 hasConcept C134306372 @default.
- W3100567744 hasConcept C153180895 @default.
- W3100567744 hasConcept C154945302 @default.
- W3100567744 hasConcept C183115368 @default.
- W3100567744 hasConcept C33923547 @default.
- W3100567744 hasConcept C41008148 @default.
- W3100567744 hasConcept C58166 @default.
- W3100567744 hasConcept C71924100 @default.
- W3100567744 hasConcept C77618280 @default.
- W3100567744 hasConcept C95623464 @default.
- W3100567744 hasConceptScore W3100567744C119857082 @default.
- W3100567744 hasConceptScore W3100567744C12267149 @default.
- W3100567744 hasConceptScore W3100567744C124101348 @default.
- W3100567744 hasConceptScore W3100567744C126838900 @default.
- W3100567744 hasConceptScore W3100567744C134306372 @default.
- W3100567744 hasConceptScore W3100567744C153180895 @default.
- W3100567744 hasConceptScore W3100567744C154945302 @default.
- W3100567744 hasConceptScore W3100567744C183115368 @default.
- W3100567744 hasConceptScore W3100567744C33923547 @default.
- W3100567744 hasConceptScore W3100567744C41008148 @default.
- W3100567744 hasConceptScore W3100567744C58166 @default.
- W3100567744 hasConceptScore W3100567744C71924100 @default.
- W3100567744 hasConceptScore W3100567744C77618280 @default.
- W3100567744 hasConceptScore W3100567744C95623464 @default.
- W3100567744 hasLocation W31005677441 @default.
- W3100567744 hasOpenAccess W3100567744 @default.
- W3100567744 hasPrimaryLocation W31005677441 @default.
- W3100567744 hasRelatedWork W104113561 @default.
- W3100567744 hasRelatedWork W125715603 @default.
- W3100567744 hasRelatedWork W166350134 @default.
- W3100567744 hasRelatedWork W19710414 @default.
- W3100567744 hasRelatedWork W1982718731 @default.
- W3100567744 hasRelatedWork W2003927891 @default.
- W3100567744 hasRelatedWork W2054094956 @default.
- W3100567744 hasRelatedWork W2070533962 @default.
- W3100567744 hasRelatedWork W2097495114 @default.
- W3100567744 hasRelatedWork W2104895179 @default.
- W3100567744 hasRelatedWork W2117392053 @default.
- W3100567744 hasRelatedWork W2147813562 @default.
- W3100567744 hasRelatedWork W2189525528 @default.
- W3100567744 hasRelatedWork W2196145940 @default.
- W3100567744 hasRelatedWork W2297459493 @default.
- W3100567744 hasRelatedWork W2548109252 @default.
- W3100567744 hasRelatedWork W3005248938 @default.
- W3100567744 hasRelatedWork W3125013782 @default.
- W3100567744 hasRelatedWork W3158115238 @default.
- W3100567744 hasRelatedWork W3178549468 @default.
- W3100567744 hasVolume "104" @default.
- W3100567744 isParatext "false" @default.
- W3100567744 isRetracted "false" @default.
- W3100567744 magId "3100567744" @default.
- W3100567744 workType "article" @default.