Matches in SemOpenAlex for { <https://semopenalex.org/work/W2885189236> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W2885189236 endingPage "183" @default.
- W2885189236 startingPage "183" @default.
- W2885189236 abstract "Heart disease prediction and identification is a difficult task which needs much experience and knowledge. In order to predict the heart disease, we introduce a technique named as RBFL prediction algorithm. The overall process of the RBFL prediction algorithm is divided into two main steps, such as 1) feature reduction using LPP algorithm, and 2) Heart disease classification by means of rule based fuzzy classifier. Initially, LPP algorithm is employed to recognise the related attributes and then fuzzy rules are produced from the FFBAT algorithm. Next, the fuzzy system is designed with the help of designed fuzzy rules and membership functions so that classification can be carried out within the fuzzy system designed. At last, the experimentation is performed by means of publicly available UCI datasets, i.e., Cleveland, Hungarian, Switzerland datasets. The experimentation result proves that the RBFL prediction algorithm outperformed the existing approach by attaining the accuracy of 76.51%." @default.
- W2885189236 created "2018-08-22" @default.
- W2885189236 creator A5041854978 @default.
- W2885189236 creator A5084945799 @default.
- W2885189236 date "2018-01-01" @default.
- W2885189236 modified "2023-10-16" @default.
- W2885189236 title "Heart disease classification system using optimised fuzzy rule based algorithm" @default.
- W2885189236 cites W2145291446 @default.
- W2885189236 doi "https://doi.org/10.1504/ijbet.2018.094122" @default.
- W2885189236 hasPublicationYear "2018" @default.
- W2885189236 type Work @default.
- W2885189236 sameAs 2885189236 @default.
- W2885189236 citedByCount "38" @default.
- W2885189236 countsByYear W28851892362019 @default.
- W2885189236 countsByYear W28851892362020 @default.
- W2885189236 countsByYear W28851892362021 @default.
- W2885189236 countsByYear W28851892362022 @default.
- W2885189236 countsByYear W28851892362023 @default.
- W2885189236 crossrefType "journal-article" @default.
- W2885189236 hasAuthorship W2885189236A5041854978 @default.
- W2885189236 hasAuthorship W2885189236A5084945799 @default.
- W2885189236 hasConcept C11413529 @default.
- W2885189236 hasConcept C116834253 @default.
- W2885189236 hasConcept C119857082 @default.
- W2885189236 hasConcept C124101348 @default.
- W2885189236 hasConcept C127385683 @default.
- W2885189236 hasConcept C153180895 @default.
- W2885189236 hasConcept C154945302 @default.
- W2885189236 hasConcept C195975749 @default.
- W2885189236 hasConcept C2780049643 @default.
- W2885189236 hasConcept C41008148 @default.
- W2885189236 hasConcept C58166 @default.
- W2885189236 hasConcept C59822182 @default.
- W2885189236 hasConcept C86803240 @default.
- W2885189236 hasConcept C95623464 @default.
- W2885189236 hasConceptScore W2885189236C11413529 @default.
- W2885189236 hasConceptScore W2885189236C116834253 @default.
- W2885189236 hasConceptScore W2885189236C119857082 @default.
- W2885189236 hasConceptScore W2885189236C124101348 @default.
- W2885189236 hasConceptScore W2885189236C127385683 @default.
- W2885189236 hasConceptScore W2885189236C153180895 @default.
- W2885189236 hasConceptScore W2885189236C154945302 @default.
- W2885189236 hasConceptScore W2885189236C195975749 @default.
- W2885189236 hasConceptScore W2885189236C2780049643 @default.
- W2885189236 hasConceptScore W2885189236C41008148 @default.
- W2885189236 hasConceptScore W2885189236C58166 @default.
- W2885189236 hasConceptScore W2885189236C59822182 @default.
- W2885189236 hasConceptScore W2885189236C86803240 @default.
- W2885189236 hasConceptScore W2885189236C95623464 @default.
- W2885189236 hasIssue "3" @default.
- W2885189236 hasLocation W28851892361 @default.
- W2885189236 hasOpenAccess W2885189236 @default.
- W2885189236 hasPrimaryLocation W28851892361 @default.
- W2885189236 hasRelatedWork W1508347401 @default.
- W2885189236 hasRelatedWork W1967710160 @default.
- W2885189236 hasRelatedWork W2149148545 @default.
- W2885189236 hasRelatedWork W2167582322 @default.
- W2885189236 hasRelatedWork W2171290769 @default.
- W2885189236 hasRelatedWork W2563096758 @default.
- W2885189236 hasRelatedWork W2972035100 @default.
- W2885189236 hasRelatedWork W4386053843 @default.
- W2885189236 hasRelatedWork W2105581726 @default.
- W2885189236 hasRelatedWork W3158004940 @default.
- W2885189236 hasVolume "27" @default.
- W2885189236 isParatext "false" @default.
- W2885189236 isRetracted "false" @default.
- W2885189236 magId "2885189236" @default.
- W2885189236 workType "article" @default.