Matches in SemOpenAlex for { <https://semopenalex.org/work/W3134803920> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W3134803920 endingPage "107299" @default.
- W3134803920 startingPage "107299" @default.
- W3134803920 abstract "Techniques to visualise and understand large amounts of data are of paramount importance. In most settings, this data is usually multivariate, which further stresses the need for effective visualisation techniques. Multivariate visualisation techniques such as canonical variate analysis (CVA) biplots allow for simultaneous lower-dimensional visualisation and data classification by incorporating class-specific data. CVA biplots, however, are currently restricted to numerical data. Through combining concepts from both CVA and non-linear principal component analysis (PCA) biplots, a new biplot construction methodology that improves on the traditional CVA biplot by allowing for categorical variables is proposed. This technique, named CVA(Hr), is showcased using the established mushroom data set, which contains a mix of categorical and ordinal variables. This novel method improves upon existing biplot construction in terms of classification accuracy and class separation." @default.
- W3134803920 created "2021-03-15" @default.
- W3134803920 creator A5053669496 @default.
- W3134803920 creator A5065344910 @default.
- W3134803920 creator A5065864351 @default.
- W3134803920 date "2021-11-01" @default.
- W3134803920 modified "2023-09-27" @default.
- W3134803920 title "Categorical CVA biplots" @default.
- W3134803920 cites W1992589291 @default.
- W3134803920 cites W2001619934 @default.
- W3134803920 cites W2046700037 @default.
- W3134803920 cites W2071128523 @default.
- W3134803920 cites W2076855330 @default.
- W3134803920 cites W2109270248 @default.
- W3134803920 cites W2153775663 @default.
- W3134803920 cites W2914401602 @default.
- W3134803920 doi "https://doi.org/10.1016/j.csda.2021.107299" @default.
- W3134803920 hasPublicationYear "2021" @default.
- W3134803920 type Work @default.
- W3134803920 sameAs 3134803920 @default.
- W3134803920 citedByCount "1" @default.
- W3134803920 countsByYear W31348039202022 @default.
- W3134803920 crossrefType "journal-article" @default.
- W3134803920 hasAuthorship W3134803920A5053669496 @default.
- W3134803920 hasAuthorship W3134803920A5065344910 @default.
- W3134803920 hasAuthorship W3134803920A5065864351 @default.
- W3134803920 hasConcept C104317684 @default.
- W3134803920 hasConcept C105795698 @default.
- W3134803920 hasConcept C118483189 @default.
- W3134803920 hasConcept C119857082 @default.
- W3134803920 hasConcept C124101348 @default.
- W3134803920 hasConcept C135763542 @default.
- W3134803920 hasConcept C153180895 @default.
- W3134803920 hasConcept C154945302 @default.
- W3134803920 hasConcept C161584116 @default.
- W3134803920 hasConcept C185592680 @default.
- W3134803920 hasConcept C27438332 @default.
- W3134803920 hasConcept C2778585274 @default.
- W3134803920 hasConcept C33923547 @default.
- W3134803920 hasConcept C36464697 @default.
- W3134803920 hasConcept C41008148 @default.
- W3134803920 hasConcept C5274069 @default.
- W3134803920 hasConcept C55493867 @default.
- W3134803920 hasConcept C85461838 @default.
- W3134803920 hasConceptScore W3134803920C104317684 @default.
- W3134803920 hasConceptScore W3134803920C105795698 @default.
- W3134803920 hasConceptScore W3134803920C118483189 @default.
- W3134803920 hasConceptScore W3134803920C119857082 @default.
- W3134803920 hasConceptScore W3134803920C124101348 @default.
- W3134803920 hasConceptScore W3134803920C135763542 @default.
- W3134803920 hasConceptScore W3134803920C153180895 @default.
- W3134803920 hasConceptScore W3134803920C154945302 @default.
- W3134803920 hasConceptScore W3134803920C161584116 @default.
- W3134803920 hasConceptScore W3134803920C185592680 @default.
- W3134803920 hasConceptScore W3134803920C27438332 @default.
- W3134803920 hasConceptScore W3134803920C2778585274 @default.
- W3134803920 hasConceptScore W3134803920C33923547 @default.
- W3134803920 hasConceptScore W3134803920C36464697 @default.
- W3134803920 hasConceptScore W3134803920C41008148 @default.
- W3134803920 hasConceptScore W3134803920C5274069 @default.
- W3134803920 hasConceptScore W3134803920C55493867 @default.
- W3134803920 hasConceptScore W3134803920C85461838 @default.
- W3134803920 hasLocation W31348039201 @default.
- W3134803920 hasOpenAccess W3134803920 @default.
- W3134803920 hasPrimaryLocation W31348039201 @default.
- W3134803920 hasRelatedWork W1818938455 @default.
- W3134803920 hasRelatedWork W2052471985 @default.
- W3134803920 hasRelatedWork W2324562272 @default.
- W3134803920 hasRelatedWork W2380927352 @default.
- W3134803920 hasRelatedWork W2765265799 @default.
- W3134803920 hasRelatedWork W2986688008 @default.
- W3134803920 hasRelatedWork W3178621026 @default.
- W3134803920 hasRelatedWork W4312075150 @default.
- W3134803920 hasRelatedWork W1988047573 @default.
- W3134803920 hasRelatedWork W2277979812 @default.
- W3134803920 hasVolume "163" @default.
- W3134803920 isParatext "false" @default.
- W3134803920 isRetracted "false" @default.
- W3134803920 magId "3134803920" @default.
- W3134803920 workType "article" @default.