Matches in SemOpenAlex for { <https://semopenalex.org/work/W321688064> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W321688064 endingPage "434" @default.
- W321688064 startingPage "428" @default.
- W321688064 abstract "In previous gene expression data analyses, supervised learning has mainly focused on the classification of attribute data, such as the different experimental conditions, different known classes of the same tumor and sex, However, supervised learning classification is not suitable for interval-scaled attributes such as age and survival outcome of cancer patients, For this problem, this paper proposed a new method by combining two well-known methods: principal component analysis (PCA) and Fisher analysis (FA). The method, PCA-FA, realizes supervised learning with two types of attributes (nominal attributes and intervalscaled attributes). The fuzzy FA was introduced to model the interval-scaled attributes. In this paper, an approximate linear relationship between gene expression data of lung adenocarcinoma patients and survival outcome is successfully revealed by PCA-TA." @default.
- W321688064 created "2016-06-24" @default.
- W321688064 creator A5004336616 @default.
- W321688064 creator A5054215698 @default.
- W321688064 creator A5055071889 @default.
- W321688064 date "2004-01-01" @default.
- W321688064 modified "2023-09-24" @default.
- W321688064 title "PCA-FA： Applying Supervised Learning to Analyze Gene Expression Data" @default.
- W321688064 hasPublicationYear "2004" @default.
- W321688064 type Work @default.
- W321688064 sameAs 321688064 @default.
- W321688064 citedByCount "0" @default.
- W321688064 crossrefType "journal-article" @default.
- W321688064 hasAuthorship W321688064A5004336616 @default.
- W321688064 hasAuthorship W321688064A5054215698 @default.
- W321688064 hasAuthorship W321688064A5055071889 @default.
- W321688064 hasConcept C114614502 @default.
- W321688064 hasConcept C119857082 @default.
- W321688064 hasConcept C136389625 @default.
- W321688064 hasConcept C144237770 @default.
- W321688064 hasConcept C148220186 @default.
- W321688064 hasConcept C153180895 @default.
- W321688064 hasConcept C154945302 @default.
- W321688064 hasConcept C27438332 @default.
- W321688064 hasConcept C2778067643 @default.
- W321688064 hasConcept C33923547 @default.
- W321688064 hasConcept C41008148 @default.
- W321688064 hasConcept C50644808 @default.
- W321688064 hasConcept C58166 @default.
- W321688064 hasConceptScore W321688064C114614502 @default.
- W321688064 hasConceptScore W321688064C119857082 @default.
- W321688064 hasConceptScore W321688064C136389625 @default.
- W321688064 hasConceptScore W321688064C144237770 @default.
- W321688064 hasConceptScore W321688064C148220186 @default.
- W321688064 hasConceptScore W321688064C153180895 @default.
- W321688064 hasConceptScore W321688064C154945302 @default.
- W321688064 hasConceptScore W321688064C27438332 @default.
- W321688064 hasConceptScore W321688064C2778067643 @default.
- W321688064 hasConceptScore W321688064C33923547 @default.
- W321688064 hasConceptScore W321688064C41008148 @default.
- W321688064 hasConceptScore W321688064C50644808 @default.
- W321688064 hasConceptScore W321688064C58166 @default.
- W321688064 hasIssue "4" @default.
- W321688064 hasLocation W3216880641 @default.
- W321688064 hasOpenAccess W321688064 @default.
- W321688064 hasPrimaryLocation W3216880641 @default.
- W321688064 hasRelatedWork W1498439222 @default.
- W321688064 hasRelatedWork W1584512145 @default.
- W321688064 hasRelatedWork W1994154522 @default.
- W321688064 hasRelatedWork W2040390955 @default.
- W321688064 hasRelatedWork W2056030680 @default.
- W321688064 hasRelatedWork W2070438743 @default.
- W321688064 hasRelatedWork W2071308913 @default.
- W321688064 hasRelatedWork W2102062980 @default.
- W321688064 hasRelatedWork W2105449027 @default.
- W321688064 hasRelatedWork W2108589405 @default.
- W321688064 hasRelatedWork W2132130573 @default.
- W321688064 hasRelatedWork W2135852508 @default.
- W321688064 hasRelatedWork W2145955247 @default.
- W321688064 hasRelatedWork W2160516484 @default.
- W321688064 hasRelatedWork W2554616561 @default.
- W321688064 hasRelatedWork W2607382626 @default.
- W321688064 hasRelatedWork W3020625244 @default.
- W321688064 hasRelatedWork W3089185022 @default.
- W321688064 hasRelatedWork W3096212227 @default.
- W321688064 hasRelatedWork W3127095307 @default.
- W321688064 hasVolume "9" @default.
- W321688064 isParatext "false" @default.
- W321688064 isRetracted "false" @default.
- W321688064 magId "321688064" @default.
- W321688064 workType "article" @default.