Matches in SemOpenAlex for { <https://semopenalex.org/work/W2950470449> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W2950470449 abstract "Latent space models (LSM) for network data were introduced by Hoff et al. (2002) under the basic assumption that each node of the network has an unknown position in a D-dimensional Euclidean latent space: generally the smaller the distance between two nodes in the latent space, the greater their probability of being connected. In this paper we propose a variational Bayes approach to estimate the intractable posterior of the LSM. In many cases, different network views on the same set of nodes are available. It can therefore be useful to build a model able to jointly summarise the information given by all the network views. For this purpose, we introduce the latent space joint model (LSJM) that merges the information given by multiple network views assuming that the probability of a node being connected with other nodes in each network view is explained by a unique latent variable. This model is demonstrated on the analysis of two datasets: the excerpt of 50 girls from `Teenage Friends and Lifestyle Study' data at three time points and the Saccharomyces cerevisiae genetic and physical protein-protein interactions." @default.
- W2950470449 created "2019-06-27" @default.
- W2950470449 creator A5006441026 @default.
- W2950470449 creator A5083045464 @default.
- W2950470449 date "2013-01-16" @default.
- W2950470449 modified "2023-09-25" @default.
- W2950470449 title "Joint Modelling of Multiple Network Views" @default.
- W2950470449 hasPublicationYear "2013" @default.
- W2950470449 type Work @default.
- W2950470449 sameAs 2950470449 @default.
- W2950470449 citedByCount "1" @default.
- W2950470449 countsByYear W29504704492018 @default.
- W2950470449 crossrefType "posted-content" @default.
- W2950470449 hasAuthorship W2950470449A5006441026 @default.
- W2950470449 hasAuthorship W2950470449A5083045464 @default.
- W2950470449 hasConcept C107673813 @default.
- W2950470449 hasConcept C111919701 @default.
- W2950470449 hasConcept C119857082 @default.
- W2950470449 hasConcept C124101348 @default.
- W2950470449 hasConcept C127413603 @default.
- W2950470449 hasConcept C154945302 @default.
- W2950470449 hasConcept C177264268 @default.
- W2950470449 hasConcept C186450821 @default.
- W2950470449 hasConcept C199360897 @default.
- W2950470449 hasConcept C202444582 @default.
- W2950470449 hasConcept C207201462 @default.
- W2950470449 hasConcept C2778572836 @default.
- W2950470449 hasConcept C33923547 @default.
- W2950470449 hasConcept C41008148 @default.
- W2950470449 hasConcept C51167844 @default.
- W2950470449 hasConcept C62611344 @default.
- W2950470449 hasConcept C65965080 @default.
- W2950470449 hasConcept C66938386 @default.
- W2950470449 hasConcept C70727504 @default.
- W2950470449 hasConceptScore W2950470449C107673813 @default.
- W2950470449 hasConceptScore W2950470449C111919701 @default.
- W2950470449 hasConceptScore W2950470449C119857082 @default.
- W2950470449 hasConceptScore W2950470449C124101348 @default.
- W2950470449 hasConceptScore W2950470449C127413603 @default.
- W2950470449 hasConceptScore W2950470449C154945302 @default.
- W2950470449 hasConceptScore W2950470449C177264268 @default.
- W2950470449 hasConceptScore W2950470449C186450821 @default.
- W2950470449 hasConceptScore W2950470449C199360897 @default.
- W2950470449 hasConceptScore W2950470449C202444582 @default.
- W2950470449 hasConceptScore W2950470449C207201462 @default.
- W2950470449 hasConceptScore W2950470449C2778572836 @default.
- W2950470449 hasConceptScore W2950470449C33923547 @default.
- W2950470449 hasConceptScore W2950470449C41008148 @default.
- W2950470449 hasConceptScore W2950470449C51167844 @default.
- W2950470449 hasConceptScore W2950470449C62611344 @default.
- W2950470449 hasConceptScore W2950470449C65965080 @default.
- W2950470449 hasConceptScore W2950470449C66938386 @default.
- W2950470449 hasConceptScore W2950470449C70727504 @default.
- W2950470449 hasLocation W29504704491 @default.
- W2950470449 hasOpenAccess W2950470449 @default.
- W2950470449 hasPrimaryLocation W29504704491 @default.
- W2950470449 hasRelatedWork W1522316566 @default.
- W2950470449 hasRelatedWork W1850515838 @default.
- W2950470449 hasRelatedWork W1992605514 @default.
- W2950470449 hasRelatedWork W2025997294 @default.
- W2950470449 hasRelatedWork W2039750798 @default.
- W2950470449 hasRelatedWork W2140536181 @default.
- W2950470449 hasRelatedWork W2221427278 @default.
- W2950470449 hasRelatedWork W2339496356 @default.
- W2950470449 hasRelatedWork W2636404740 @default.
- W2950470449 hasRelatedWork W2785550323 @default.
- W2950470449 hasRelatedWork W2944738630 @default.
- W2950470449 hasRelatedWork W2950737352 @default.
- W2950470449 hasRelatedWork W2952779184 @default.
- W2950470449 hasRelatedWork W2954534828 @default.
- W2950470449 hasRelatedWork W3002671163 @default.
- W2950470449 hasRelatedWork W3048763270 @default.
- W2950470449 hasRelatedWork W3099329193 @default.
- W2950470449 hasRelatedWork W3116854403 @default.
- W2950470449 hasRelatedWork W3208445955 @default.
- W2950470449 hasRelatedWork W3212653422 @default.
- W2950470449 isParatext "false" @default.
- W2950470449 isRetracted "false" @default.
- W2950470449 magId "2950470449" @default.
- W2950470449 workType "article" @default.