Matches in SemOpenAlex for { <https://semopenalex.org/work/W2157649293> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W2157649293 abstract "Progressive advances in the measurement of complex multifactorial components of biological processes involving both spatial and temporal domains have made it difficult to identify the variables (genes, proteins, neurons etc.) significantly changed activities in response to a stimulus within large data sets using conventional statistical approaches. The set of all changed variables is termed hot-spots. The detection of such hot spots is considered to be an NP hard problem, but by first establishing its theoretical foundation we have been able to develop an algorithm that provides a solution.Our results show that a first-order phase transition is observable whose critical point separates the hot-spot set from the remaining variables. Its application is also found to be more successful than existing approaches in identifying statistically significant hot-spots both with simulated data sets and in real large-scale multivariate data sets from gene arrays, electrophysiological recording and functional magnetic resonance imaging experiments.In summary, this new statistical algorithm should provide a powerful new analytical tool to extract the maximum information from complex biological multivariate data." @default.
- W2157649293 created "2016-06-24" @default.
- W2157649293 creator A5000445902 @default.
- W2157649293 creator A5010826836 @default.
- W2157649293 creator A5080019095 @default.
- W2157649293 date "2007-09-11" @default.
- W2157649293 modified "2023-10-09" @default.
- W2157649293 title "A novel approach to detect hot-spots in large-scale multivariate data" @default.
- W2157649293 cites W1979129249 @default.
- W2157649293 cites W1995605620 @default.
- W2157649293 cites W2015783376 @default.
- W2157649293 cites W2019926860 @default.
- W2157649293 cites W2023502132 @default.
- W2157649293 cites W2029426756 @default.
- W2157649293 cites W2029694543 @default.
- W2157649293 cites W2040582417 @default.
- W2157649293 cites W2056371048 @default.
- W2157649293 cites W2102794349 @default.
- W2157649293 cites W2110544411 @default.
- W2157649293 cites W2124297471 @default.
- W2157649293 cites W2146493929 @default.
- W2157649293 cites W2153740226 @default.
- W2157649293 cites W2158418996 @default.
- W2157649293 cites W2166228838 @default.
- W2157649293 doi "https://doi.org/10.1186/1471-2105-8-331" @default.
- W2157649293 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/2045117" @default.
- W2157649293 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/17848185" @default.
- W2157649293 hasPublicationYear "2007" @default.
- W2157649293 type Work @default.
- W2157649293 sameAs 2157649293 @default.
- W2157649293 citedByCount "5" @default.
- W2157649293 crossrefType "journal-article" @default.
- W2157649293 hasAuthorship W2157649293A5000445902 @default.
- W2157649293 hasAuthorship W2157649293A5010826836 @default.
- W2157649293 hasAuthorship W2157649293A5080019095 @default.
- W2157649293 hasBestOaLocation W21576492931 @default.
- W2157649293 hasConcept C111919701 @default.
- W2157649293 hasConcept C119857082 @default.
- W2157649293 hasConcept C121332964 @default.
- W2157649293 hasConcept C124101348 @default.
- W2157649293 hasConcept C153180895 @default.
- W2157649293 hasConcept C154945302 @default.
- W2157649293 hasConcept C161584116 @default.
- W2157649293 hasConcept C177264268 @default.
- W2157649293 hasConcept C199360897 @default.
- W2157649293 hasConcept C199672914 @default.
- W2157649293 hasConcept C2778755073 @default.
- W2157649293 hasConcept C2781255879 @default.
- W2157649293 hasConcept C38180746 @default.
- W2157649293 hasConcept C41008148 @default.
- W2157649293 hasConcept C58489278 @default.
- W2157649293 hasConcept C59822182 @default.
- W2157649293 hasConcept C62520636 @default.
- W2157649293 hasConcept C86803240 @default.
- W2157649293 hasConceptScore W2157649293C111919701 @default.
- W2157649293 hasConceptScore W2157649293C119857082 @default.
- W2157649293 hasConceptScore W2157649293C121332964 @default.
- W2157649293 hasConceptScore W2157649293C124101348 @default.
- W2157649293 hasConceptScore W2157649293C153180895 @default.
- W2157649293 hasConceptScore W2157649293C154945302 @default.
- W2157649293 hasConceptScore W2157649293C161584116 @default.
- W2157649293 hasConceptScore W2157649293C177264268 @default.
- W2157649293 hasConceptScore W2157649293C199360897 @default.
- W2157649293 hasConceptScore W2157649293C199672914 @default.
- W2157649293 hasConceptScore W2157649293C2778755073 @default.
- W2157649293 hasConceptScore W2157649293C2781255879 @default.
- W2157649293 hasConceptScore W2157649293C38180746 @default.
- W2157649293 hasConceptScore W2157649293C41008148 @default.
- W2157649293 hasConceptScore W2157649293C58489278 @default.
- W2157649293 hasConceptScore W2157649293C59822182 @default.
- W2157649293 hasConceptScore W2157649293C62520636 @default.
- W2157649293 hasConceptScore W2157649293C86803240 @default.
- W2157649293 hasIssue "1" @default.
- W2157649293 hasLocation W21576492931 @default.
- W2157649293 hasLocation W21576492932 @default.
- W2157649293 hasLocation W21576492933 @default.
- W2157649293 hasLocation W21576492934 @default.
- W2157649293 hasLocation W21576492935 @default.
- W2157649293 hasLocation W21576492936 @default.
- W2157649293 hasOpenAccess W2157649293 @default.
- W2157649293 hasPrimaryLocation W21576492931 @default.
- W2157649293 hasRelatedWork W1541445224 @default.
- W2157649293 hasRelatedWork W1791438223 @default.
- W2157649293 hasRelatedWork W2057903007 @default.
- W2157649293 hasRelatedWork W2157649293 @default.
- W2157649293 hasRelatedWork W2169217090 @default.
- W2157649293 hasRelatedWork W2250140425 @default.
- W2157649293 hasRelatedWork W2551989492 @default.
- W2157649293 hasRelatedWork W3019492609 @default.
- W2157649293 hasRelatedWork W3020982784 @default.
- W2157649293 hasRelatedWork W71521174 @default.
- W2157649293 hasVolume "8" @default.
- W2157649293 isParatext "false" @default.
- W2157649293 isRetracted "false" @default.
- W2157649293 magId "2157649293" @default.
- W2157649293 workType "article" @default.