FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2897971552> ?p ?o ?g. }

• W2897971552 endingPage "811" @default.
• W2897971552 startingPage "796" @default.
• W2897971552 abstract "Abstract Clustering has been widely conducted in the analysis of gene expression data. For complex diseases, it has played an important role in identifying unknown functions of genes, serving as the basis of other analysis, and others. A common limitation of most existing clustering approaches is to assume that genes are separated into disjoint clusters. As genes often have multiple functions and thus can belong to more than one functional cluster, the disjoint clustering results can be unsatisfactory. In addition, due to the small sample sizes of genetic profiling studies and other factors, there may not be sufficient evidence to confirm the specific functions of some genes and cluster them definitively into disjoint clusters. In this study, we develop an effective overlapping clustering approach, which takes account into the multiplicity of gene functions and lack of certainty in practical analysis. A penalized weighted normalized cut (PWNCut) criterion is proposed based on the NCut technique and an norm constraint. It outperforms multiple competitors in simulation. The analysis of the cancer genome atlas (TCGA) data on breast cancer and cervical cancer leads to biologically sensible findings which differ from those using the alternatives. To facilitate implementation, we develop the function pwncut in the R package NCutYX ." @default.
• W2897971552 created "2018-10-26" @default.
• W2897971552 creator A5031082473 @default.
• W2897971552 creator A5043288857 @default.
• W2897971552 creator A5068322457 @default.
• W2897971552 creator A5070916971 @default.
• W2897971552 date "2018-10-09" @default.
• W2897971552 modified "2023-10-17" @default.
• W2897971552 title "Overlapping clustering of gene expression data using penalized weighted normalized cut" @default.
• W2897971552 cites W143174683 @default.
• W2897971552 cites W1490161904 @default.
• W2897971552 cites W1819189662 @default.
• W2897971552 cites W1841961408 @default.
• W2897971552 cites W1991645955 @default.
• W2897971552 cites W1995245587 @default.
• W2897971552 cites W1995450389 @default.
• W2897971552 cites W1999227421 @default.
• W2897971552 cites W2000771269 @default.
• W2897971552 cites W2004084951 @default.
• W2897971552 cites W2014360396 @default.
• W2897971552 cites W2020929427 @default.
• W2897971552 cites W2022531774 @default.
• W2897971552 cites W2023971898 @default.
• W2897971552 cites W2026846567 @default.
• W2897971552 cites W2043386636 @default.
• W2897971552 cites W2051224630 @default.
• W2897971552 cites W205409467 @default.
• W2897971552 cites W2064720126 @default.
• W2897971552 cites W2071558725 @default.
• W2897971552 cites W2071949631 @default.
• W2897971552 cites W2077276425 @default.
• W2897971552 cites W2078888611 @default.
• W2897971552 cites W2085963386 @default.
• W2897971552 cites W2086579450 @default.
• W2897971552 cites W2102308641 @default.
• W2897971552 cites W2115831762 @default.
• W2897971552 cites W2115996640 @default.
• W2897971552 cites W2121947440 @default.
• W2897971552 cites W2122644269 @default.
• W2897971552 cites W2135964318 @default.
• W2897971552 cites W2136540712 @default.
• W2897971552 cites W2161494102 @default.
• W2897971552 cites W2165347516 @default.
• W2897971552 cites W2171690703 @default.
• W2897971552 cites W2262188337 @default.
• W2897971552 cites W2262682506 @default.
• W2897971552 cites W2297092506 @default.
• W2897971552 cites W2512294887 @default.
• W2897971552 cites W2558254968 @default.
• W2897971552 cites W2746864531 @default.
• W2897971552 cites W2765271019 @default.
• W2897971552 cites W2793642042 @default.
• W2897971552 cites W4230167402 @default.
• W2897971552 doi "https://doi.org/10.1002/gepi.22164" @default.
• W2897971552 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6239939" @default.
• W2897971552 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30302823" @default.
• W2897971552 hasPublicationYear "2018" @default.
• W2897971552 type Work @default.
• W2897971552 sameAs 2897971552 @default.
• W2897971552 citedByCount "5" @default.
• W2897971552 countsByYear W28979715522019 @default.
• W2897971552 countsByYear W28979715522020 @default.
• W2897971552 countsByYear W28979715522022 @default.
• W2897971552 crossrefType "journal-article" @default.
• W2897971552 hasAuthorship W2897971552A5031082473 @default.
• W2897971552 hasAuthorship W2897971552A5043288857 @default.
• W2897971552 hasAuthorship W2897971552A5068322457 @default.
• W2897971552 hasAuthorship W2897971552A5070916971 @default.
• W2897971552 hasBestOaLocation W28979715522 @default.
• W2897971552 hasConcept C104317684 @default.
• W2897971552 hasConcept C114614502 @default.
• W2897971552 hasConcept C124101348 @default.
• W2897971552 hasConcept C150194340 @default.
• W2897971552 hasConcept C154945302 @default.
• W2897971552 hasConcept C18431079 @default.
• W2897971552 hasConcept C33923547 @default.
• W2897971552 hasConcept C41008148 @default.
• W2897971552 hasConcept C45340560 @default.
• W2897971552 hasConcept C54355233 @default.
• W2897971552 hasConcept C70721500 @default.
• W2897971552 hasConcept C73555534 @default.
• W2897971552 hasConcept C86803240 @default.
• W2897971552 hasConceptScore W2897971552C104317684 @default.
• W2897971552 hasConceptScore W2897971552C114614502 @default.
• W2897971552 hasConceptScore W2897971552C124101348 @default.
• W2897971552 hasConceptScore W2897971552C150194340 @default.
• W2897971552 hasConceptScore W2897971552C154945302 @default.
• W2897971552 hasConceptScore W2897971552C18431079 @default.
• W2897971552 hasConceptScore W2897971552C33923547 @default.
• W2897971552 hasConceptScore W2897971552C41008148 @default.
• W2897971552 hasConceptScore W2897971552C45340560 @default.
• W2897971552 hasConceptScore W2897971552C54355233 @default.
• W2897971552 hasConceptScore W2897971552C70721500 @default.
• W2897971552 hasConceptScore W2897971552C73555534 @default.
• W2897971552 hasConceptScore W2897971552C86803240 @default.
• W2897971552 hasFunder F4320306080 @default.
• W2897971552 hasFunder F4320311212 @default.
• W2897971552 hasFunder F4320321001 @default.

• next