FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3101477620> ?p ?o ?g. }

• W3101477620 endingPage "217" @default.
• W3101477620 startingPage "197" @default.
• W3101477620 abstract "In mixture model-based clustering applications, it is common to fit several models from a family and report clustering results from only the ‘best’ one. In such circumstances, selection of this best model is achieved using a model selection criterion, most often the Bayesian information criterion. Rather than throw away all but the best model, we average multiple models that are in some sense close to the best one, thereby producing a weighted average of clustering results. Two (weighted) averaging approaches are considered: averaging component membership probabilities and averaging models. In both cases, Occam’s window is used to determine closeness to the best model and weights are computed within a Bayesian model averaging paradigm. In some cases, we need to merge components before averaging; we introduce a method for merging mixture components based on the adjusted Rand index. The effectiveness of our model-based clustering averaging approaches is illustrated using a family of Gaussian mixture models on real and simulated data." @default.
• W3101477620 created "2020-11-23" @default.
• W3101477620 creator A5028746554 @default.
• W3101477620 creator A5069386158 @default.
• W3101477620 date "2014-08-26" @default.
• W3101477620 modified "2023-10-05" @default.
• W3101477620 title "Mixture model averaging for clustering" @default.
• W3101477620 cites W1596460436 @default.
• W3101477620 cites W1603903339 @default.
• W3101477620 cites W1963566461 @default.
• W3101477620 cites W1975120776 @default.
• W3101477620 cites W1976969815 @default.
• W3101477620 cites W1997354990 @default.
• W3101477620 cites W2001619934 @default.
• W3101477620 cites W2003144493 @default.
• W3101477620 cites W2006255103 @default.
• W3101477620 cites W2014306350 @default.
• W3101477620 cites W2014374971 @default.
• W3101477620 cites W2018905040 @default.
• W3101477620 cites W2019144999 @default.
• W3101477620 cites W2033403400 @default.
• W3101477620 cites W2044186721 @default.
• W3101477620 cites W2046011840 @default.
• W3101477620 cites W2046343360 @default.
• W3101477620 cites W2057331441 @default.
• W3101477620 cites W2065708566 @default.
• W3101477620 cites W2072718576 @default.
• W3101477620 cites W2074282020 @default.
• W3101477620 cites W2076089275 @default.
• W3101477620 cites W2078502317 @default.
• W3101477620 cites W2082503527 @default.
• W3101477620 cites W2083927895 @default.
• W3101477620 cites W2087101057 @default.
• W3101477620 cites W2090634555 @default.
• W3101477620 cites W2095373758 @default.
• W3101477620 cites W2097421680 @default.
• W3101477620 cites W2105787212 @default.
• W3101477620 cites W2109820980 @default.
• W3101477620 cites W2111051773 @default.
• W3101477620 cites W2139280638 @default.
• W3101477620 cites W2146646206 @default.
• W3101477620 cites W2149414429 @default.
• W3101477620 cites W2152904625 @default.
• W3101477620 cites W2160555827 @default.
• W3101477620 cites W2164547844 @default.
• W3101477620 cites W2168175751 @default.
• W3101477620 cites W2168980979 @default.
• W3101477620 cites W4211177544 @default.
• W3101477620 cites W4213385710 @default.
• W3101477620 cites W4235169531 @default.
• W3101477620 cites W4256155966 @default.
• W3101477620 doi "https://doi.org/10.1007/s11634-014-0182-6" @default.
• W3101477620 hasPublicationYear "2014" @default.
• W3101477620 type Work @default.
• W3101477620 sameAs 3101477620 @default.
• W3101477620 citedByCount "14" @default.
• W3101477620 countsByYear W31014776202015 @default.
• W3101477620 countsByYear W31014776202016 @default.
• W3101477620 countsByYear W31014776202017 @default.
• W3101477620 countsByYear W31014776202018 @default.
• W3101477620 countsByYear W31014776202019 @default.
• W3101477620 countsByYear W31014776202020 @default.
• W3101477620 countsByYear W31014776202021 @default.
• W3101477620 countsByYear W31014776202022 @default.
• W3101477620 crossrefType "journal-article" @default.
• W3101477620 hasAuthorship W3101477620A5028746554 @default.
• W3101477620 hasAuthorship W3101477620A5069386158 @default.
• W3101477620 hasBestOaLocation W31014776202 @default.
• W3101477620 hasConcept C124101348 @default.
• W3101477620 hasConcept C153180895 @default.
• W3101477620 hasConcept C154945302 @default.
• W3101477620 hasConcept C168136583 @default.
• W3101477620 hasConcept C27438332 @default.
• W3101477620 hasConcept C33923547 @default.
• W3101477620 hasConcept C41008148 @default.
• W3101477620 hasConcept C61224824 @default.
• W3101477620 hasConcept C73555534 @default.
• W3101477620 hasConcept C93959086 @default.
• W3101477620 hasConceptScore W3101477620C124101348 @default.
• W3101477620 hasConceptScore W3101477620C153180895 @default.
• W3101477620 hasConceptScore W3101477620C154945302 @default.
• W3101477620 hasConceptScore W3101477620C168136583 @default.
• W3101477620 hasConceptScore W3101477620C27438332 @default.
• W3101477620 hasConceptScore W3101477620C33923547 @default.
• W3101477620 hasConceptScore W3101477620C41008148 @default.
• W3101477620 hasConceptScore W3101477620C61224824 @default.
• W3101477620 hasConceptScore W3101477620C73555534 @default.
• W3101477620 hasConceptScore W3101477620C93959086 @default.
• W3101477620 hasIssue "2" @default.
• W3101477620 hasLocation W31014776201 @default.
• W3101477620 hasLocation W31014776202 @default.
• W3101477620 hasLocation W31014776203 @default.
• W3101477620 hasLocation W31014776204 @default.
• W3101477620 hasOpenAccess W3101477620 @default.
• W3101477620 hasPrimaryLocation W31014776201 @default.
• W3101477620 hasRelatedWork W1966816419 @default.
• W3101477620 hasRelatedWork W2367227827 @default.
• W3101477620 hasRelatedWork W2380927352 @default.

• next