Matches in SemOpenAlex for { <https://semopenalex.org/work/W2152856313> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W2152856313 endingPage "30" @default.
- W2152856313 startingPage "20" @default.
- W2152856313 abstract "Multi-view learning arouses vast amount of interest in the past decades with numerous real-world applications in web page analysis, bioinformatics, image processing and so on. Unlike the most previous works following the idea of co-training, in this paper we propose a new generative model for Multi-view Learning via Probabilistic Latent Semantic Analysis, called MVPLSA. In this model, we jointly model the co-occurrences of features and documents from different views. Specifically, in the model there are two latent variables y for the latent topic and z for the document cluster, and three visible variables d for the document, f for the feature, and v for the view label. The conditional probability p(z|d), which is independent of v, is used as the bridge to share knowledge among multiple views. Also, we have p(y|z, v) and p(f|y, v), which are dependent of v, to capture the specifical structures inside each view. Experiments are conducted on four real-world data sets to demonstrate the effectiveness and superiority of our model." @default.
- W2152856313 created "2016-06-24" @default.
- W2152856313 creator A5003266631 @default.
- W2152856313 creator A5041921496 @default.
- W2152856313 creator A5066061403 @default.
- W2152856313 creator A5075925664 @default.
- W2152856313 creator A5080977784 @default.
- W2152856313 date "2012-09-01" @default.
- W2152856313 modified "2023-10-16" @default.
- W2152856313 title "Multi-view learning via probabilistic latent semantic analysis" @default.
- W2152856313 cites W1536675765 @default.
- W2152856313 cites W1725492276 @default.
- W2152856313 cites W1980867644 @default.
- W2152856313 cites W1998450142 @default.
- W2152856313 cites W1999501864 @default.
- W2152856313 cites W2005754477 @default.
- W2152856313 cites W2037603696 @default.
- W2152856313 cites W2037621195 @default.
- W2152856313 cites W2048679005 @default.
- W2152856313 cites W2077812306 @default.
- W2152856313 cites W2101210369 @default.
- W2152856313 cites W2111700528 @default.
- W2152856313 cites W2134731454 @default.
- W2152856313 cites W2135017202 @default.
- W2152856313 cites W2136294701 @default.
- W2152856313 cites W2143374704 @default.
- W2152856313 cites W2143455647 @default.
- W2152856313 cites W2153839362 @default.
- W2152856313 cites W87822204 @default.
- W2152856313 doi "https://doi.org/10.1016/j.ins.2012.02.058" @default.
- W2152856313 hasPublicationYear "2012" @default.
- W2152856313 type Work @default.
- W2152856313 sameAs 2152856313 @default.
- W2152856313 citedByCount "34" @default.
- W2152856313 countsByYear W21528563132012 @default.
- W2152856313 countsByYear W21528563132013 @default.
- W2152856313 countsByYear W21528563132014 @default.
- W2152856313 countsByYear W21528563132015 @default.
- W2152856313 countsByYear W21528563132016 @default.
- W2152856313 countsByYear W21528563132017 @default.
- W2152856313 countsByYear W21528563132018 @default.
- W2152856313 countsByYear W21528563132019 @default.
- W2152856313 countsByYear W21528563132020 @default.
- W2152856313 countsByYear W21528563132021 @default.
- W2152856313 countsByYear W21528563132022 @default.
- W2152856313 crossrefType "journal-article" @default.
- W2152856313 hasAuthorship W2152856313A5003266631 @default.
- W2152856313 hasAuthorship W2152856313A5041921496 @default.
- W2152856313 hasAuthorship W2152856313A5066061403 @default.
- W2152856313 hasAuthorship W2152856313A5075925664 @default.
- W2152856313 hasAuthorship W2152856313A5080977784 @default.
- W2152856313 hasConcept C112933361 @default.
- W2152856313 hasConcept C119857082 @default.
- W2152856313 hasConcept C154945302 @default.
- W2152856313 hasConcept C170133592 @default.
- W2152856313 hasConcept C204321447 @default.
- W2152856313 hasConcept C41008148 @default.
- W2152856313 hasConcept C49937458 @default.
- W2152856313 hasConcept C70727504 @default.
- W2152856313 hasConceptScore W2152856313C112933361 @default.
- W2152856313 hasConceptScore W2152856313C119857082 @default.
- W2152856313 hasConceptScore W2152856313C154945302 @default.
- W2152856313 hasConceptScore W2152856313C170133592 @default.
- W2152856313 hasConceptScore W2152856313C204321447 @default.
- W2152856313 hasConceptScore W2152856313C41008148 @default.
- W2152856313 hasConceptScore W2152856313C49937458 @default.
- W2152856313 hasConceptScore W2152856313C70727504 @default.
- W2152856313 hasLocation W21528563131 @default.
- W2152856313 hasOpenAccess W2152856313 @default.
- W2152856313 hasPrimaryLocation W21528563131 @default.
- W2152856313 hasRelatedWork W1487060129 @default.
- W2152856313 hasRelatedWork W1491345383 @default.
- W2152856313 hasRelatedWork W2133829462 @default.
- W2152856313 hasRelatedWork W2142343632 @default.
- W2152856313 hasRelatedWork W2152544583 @default.
- W2152856313 hasRelatedWork W2383952901 @default.
- W2152856313 hasRelatedWork W2953062473 @default.
- W2152856313 hasRelatedWork W3107474891 @default.
- W2152856313 hasRelatedWork W4302872394 @default.
- W2152856313 hasRelatedWork W85598974 @default.
- W2152856313 hasVolume "199" @default.
- W2152856313 isParatext "false" @default.
- W2152856313 isRetracted "false" @default.
- W2152856313 magId "2152856313" @default.
- W2152856313 workType "article" @default.