Matches in SemOpenAlex for { <https://semopenalex.org/work/W2958526343> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W2958526343 endingPage "14" @default.
- W2958526343 startingPage "1" @default.
- W2958526343 abstract "At the present time heart disease is a major cause of death. Factors such as physical inactiveness, obesity, diabetes, social isolation and aging are expected to make the situation worse. It is worsened even further with misdiagnosis of patients describing heart related issues. A probability decision support approach to diagnosis of heart disease based on Naive Bayes is discussed here as most hospitals collect patient records but these are rarely used for automatic decision support. The approach is analyzed on Statlog heart data with the focus on improving preprocessing methods. As the result, a discretization algorithm with Equal Frequency Discretization which considers the specifics of engaged heart disease patients is presented. Enhancements of achieved accuracy with the added discretization and in comparison with other machine learning algorithms are shown in experiments founded on 10-fold cross-validation." @default.
- W2958526343 created "2019-07-23" @default.
- W2958526343 creator A5047121898 @default.
- W2958526343 creator A5064224719 @default.
- W2958526343 date "2019-06-21" @default.
- W2958526343 modified "2023-10-16" @default.
- W2958526343 title "Discretization for Naive Bayes taking the specifics of heart data into account" @default.
- W2958526343 doi "https://doi.org/10.31341/jios.43.1.1" @default.
- W2958526343 hasPublicationYear "2019" @default.
- W2958526343 type Work @default.
- W2958526343 sameAs 2958526343 @default.
- W2958526343 citedByCount "0" @default.
- W2958526343 crossrefType "journal-article" @default.
- W2958526343 hasAuthorship W2958526343A5047121898 @default.
- W2958526343 hasAuthorship W2958526343A5064224719 @default.
- W2958526343 hasBestOaLocation W29585263431 @default.
- W2958526343 hasConcept C10551718 @default.
- W2958526343 hasConcept C107673813 @default.
- W2958526343 hasConcept C119857082 @default.
- W2958526343 hasConcept C120665830 @default.
- W2958526343 hasConcept C121332964 @default.
- W2958526343 hasConcept C12267149 @default.
- W2958526343 hasConcept C134306372 @default.
- W2958526343 hasConcept C154945302 @default.
- W2958526343 hasConcept C164705383 @default.
- W2958526343 hasConcept C192209626 @default.
- W2958526343 hasConcept C207201462 @default.
- W2958526343 hasConcept C2780074459 @default.
- W2958526343 hasConcept C33724603 @default.
- W2958526343 hasConcept C33923547 @default.
- W2958526343 hasConcept C34736171 @default.
- W2958526343 hasConcept C41008148 @default.
- W2958526343 hasConcept C52001869 @default.
- W2958526343 hasConcept C71924100 @default.
- W2958526343 hasConcept C73000952 @default.
- W2958526343 hasConceptScore W2958526343C10551718 @default.
- W2958526343 hasConceptScore W2958526343C107673813 @default.
- W2958526343 hasConceptScore W2958526343C119857082 @default.
- W2958526343 hasConceptScore W2958526343C120665830 @default.
- W2958526343 hasConceptScore W2958526343C121332964 @default.
- W2958526343 hasConceptScore W2958526343C12267149 @default.
- W2958526343 hasConceptScore W2958526343C134306372 @default.
- W2958526343 hasConceptScore W2958526343C154945302 @default.
- W2958526343 hasConceptScore W2958526343C164705383 @default.
- W2958526343 hasConceptScore W2958526343C192209626 @default.
- W2958526343 hasConceptScore W2958526343C207201462 @default.
- W2958526343 hasConceptScore W2958526343C2780074459 @default.
- W2958526343 hasConceptScore W2958526343C33724603 @default.
- W2958526343 hasConceptScore W2958526343C33923547 @default.
- W2958526343 hasConceptScore W2958526343C34736171 @default.
- W2958526343 hasConceptScore W2958526343C41008148 @default.
- W2958526343 hasConceptScore W2958526343C52001869 @default.
- W2958526343 hasConceptScore W2958526343C71924100 @default.
- W2958526343 hasConceptScore W2958526343C73000952 @default.
- W2958526343 hasIssue "1" @default.
- W2958526343 hasLocation W29585263431 @default.
- W2958526343 hasLocation W29585263432 @default.
- W2958526343 hasOpenAccess W2958526343 @default.
- W2958526343 hasPrimaryLocation W29585263431 @default.
- W2958526343 hasRelatedWork W1607432302 @default.
- W2958526343 hasRelatedWork W1943768448 @default.
- W2958526343 hasRelatedWork W1956930971 @default.
- W2958526343 hasRelatedWork W2016517455 @default.
- W2958526343 hasRelatedWork W2046384965 @default.
- W2958526343 hasRelatedWork W2274200076 @default.
- W2958526343 hasRelatedWork W2889453578 @default.
- W2958526343 hasRelatedWork W2963331194 @default.
- W2958526343 hasRelatedWork W3096082097 @default.
- W2958526343 hasRelatedWork W4312632137 @default.
- W2958526343 hasVolume "43" @default.
- W2958526343 isParatext "false" @default.
- W2958526343 isRetracted "false" @default.
- W2958526343 magId "2958526343" @default.
- W2958526343 workType "article" @default.