FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1995567536> ?p ?o ?g. }

• W1995567536 endingPage "168" @default.
• W1995567536 startingPage "165" @default.
• W1995567536 abstract "Principal Component Analysis (PCA) is a common exploratory tool used to evaluate large complex data sets. The resulting lower-dimensional representations are often valuable for pattern visualization, clustering, or classification of the data. However, PCA cannot be applied directly to many -omics data sets generated by newer technologies such as label-free mass spectrometry due to large numbers of non-random missing values. Here we present a sequential projection pursuit PCA (sppPCA) method for defining principal components in the presence of missing data. Our results demonstrate that this approach generates robust and informative low-dimensional data representations compared to commonly used imputation approaches." @default.
• W1995567536 created "2016-06-24" @default.
• W1995567536 creator A5032341485 @default.
• W1995567536 creator A5032734658 @default.
• W1995567536 creator A5034592694 @default.
• W1995567536 creator A5038563335 @default.
• W1995567536 creator A5053476989 @default.
• W1995567536 creator A5077382678 @default.
• W1995567536 creator A5078301027 @default.
• W1995567536 creator A5081366092 @default.
• W1995567536 date "2013-03-01" @default.
• W1995567536 modified "2023-10-18" @default.
• W1995567536 title "Sequential projection pursuit principal component analysis – dealing with missing data associated with new -omics technologies" @default.
• W1995567536 cites W1969399346 @default.
• W1995567536 cites W1976286254 @default.
• W1995567536 cites W2034400748 @default.
• W1995567536 cites W2040478438 @default.
• W1995567536 cites W2060747860 @default.
• W1995567536 cites W2082612735 @default.
• W1995567536 cites W2138720928 @default.
• W1995567536 cites W2140351394 @default.
• W1995567536 cites W2142331971 @default.
• W1995567536 cites W2146332392 @default.
• W1995567536 cites W2174160981 @default.
• W1995567536 cites W2480680997 @default.
• W1995567536 cites W4247827554 @default.
• W1995567536 doi "https://doi.org/10.2144/000113978" @default.
• W1995567536 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6191041" @default.
• W1995567536 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/23477384" @default.
• W1995567536 hasPublicationYear "2013" @default.
• W1995567536 type Work @default.
• W1995567536 sameAs 1995567536 @default.
• W1995567536 citedByCount "11" @default.
• W1995567536 countsByYear W19955675362013 @default.
• W1995567536 countsByYear W19955675362014 @default.
• W1995567536 countsByYear W19955675362015 @default.
• W1995567536 countsByYear W19955675362016 @default.
• W1995567536 countsByYear W19955675362017 @default.
• W1995567536 countsByYear W19955675362021 @default.
• W1995567536 countsByYear W19955675362022 @default.
• W1995567536 countsByYear W19955675362023 @default.
• W1995567536 crossrefType "journal-article" @default.
• W1995567536 hasAuthorship W1995567536A5032341485 @default.
• W1995567536 hasAuthorship W1995567536A5032734658 @default.
• W1995567536 hasAuthorship W1995567536A5034592694 @default.
• W1995567536 hasAuthorship W1995567536A5038563335 @default.
• W1995567536 hasAuthorship W1995567536A5053476989 @default.
• W1995567536 hasAuthorship W1995567536A5077382678 @default.
• W1995567536 hasAuthorship W1995567536A5078301027 @default.
• W1995567536 hasAuthorship W1995567536A5081366092 @default.
• W1995567536 hasBestOaLocation W19955675361 @default.
• W1995567536 hasConcept C11413529 @default.
• W1995567536 hasConcept C118038509 @default.
• W1995567536 hasConcept C119857082 @default.
• W1995567536 hasConcept C120894424 @default.
• W1995567536 hasConcept C124101348 @default.
• W1995567536 hasConcept C153180895 @default.
• W1995567536 hasConcept C154945302 @default.
• W1995567536 hasConcept C24252448 @default.
• W1995567536 hasConcept C27438332 @default.
• W1995567536 hasConcept C36464697 @default.
• W1995567536 hasConcept C41008148 @default.
• W1995567536 hasConcept C57493831 @default.
• W1995567536 hasConcept C58041806 @default.
• W1995567536 hasConcept C73555534 @default.
• W1995567536 hasConcept C92835128 @default.
• W1995567536 hasConcept C9357733 @default.
• W1995567536 hasConceptScore W1995567536C11413529 @default.
• W1995567536 hasConceptScore W1995567536C118038509 @default.
• W1995567536 hasConceptScore W1995567536C119857082 @default.
• W1995567536 hasConceptScore W1995567536C120894424 @default.
• W1995567536 hasConceptScore W1995567536C124101348 @default.
• W1995567536 hasConceptScore W1995567536C153180895 @default.
• W1995567536 hasConceptScore W1995567536C154945302 @default.
• W1995567536 hasConceptScore W1995567536C24252448 @default.
• W1995567536 hasConceptScore W1995567536C27438332 @default.
• W1995567536 hasConceptScore W1995567536C36464697 @default.
• W1995567536 hasConceptScore W1995567536C41008148 @default.
• W1995567536 hasConceptScore W1995567536C57493831 @default.
• W1995567536 hasConceptScore W1995567536C58041806 @default.
• W1995567536 hasConceptScore W1995567536C73555534 @default.
• W1995567536 hasConceptScore W1995567536C92835128 @default.
• W1995567536 hasConceptScore W1995567536C9357733 @default.
• W1995567536 hasIssue "3" @default.
• W1995567536 hasLocation W19955675361 @default.
• W1995567536 hasLocation W19955675362 @default.
• W1995567536 hasLocation W19955675363 @default.
• W1995567536 hasLocation W19955675364 @default.
• W1995567536 hasLocation W19955675365 @default.
• W1995567536 hasOpenAccess W1995567536 @default.
• W1995567536 hasPrimaryLocation W19955675361 @default.
• W1995567536 hasRelatedWork W1594738692 @default.
• W1995567536 hasRelatedWork W1993670676 @default.
• W1995567536 hasRelatedWork W1995567536 @default.
• W1995567536 hasRelatedWork W2054925517 @default.
• W1995567536 hasRelatedWork W2058555093 @default.
• W1995567536 hasRelatedWork W2352640762 @default.
• W1995567536 hasRelatedWork W2359984957 @default.

• next