Matches in SemOpenAlex for { <https://semopenalex.org/work/W2078700862> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W2078700862 abstract "Inference of latent variables from complicated data is one important problem in data mining. The high dimensionality and high complexity of real world data often make accurate inference difficult. We approach this challenge with a neural architecture we call Conjoined Twins, which is a two-layer feed forward network with a Self-Organizing Map (SOM) as its hidden layer. Its output layer can preferentially use different numbers (k) of SOM winners for the inference of different latent variables. We introduced this architecture in our previous work. In this paper we propose an automated procedure for the customization of k and demonstrate the effectiveness of the method by the inference of two physical parameters of icy planetary surfaces from spectroscopic data." @default.
- W2078700862 created "2016-06-24" @default.
- W2078700862 creator A5009569707 @default.
- W2078700862 creator A5077623391 @default.
- W2078700862 date "2010-08-01" @default.
- W2078700862 modified "2023-09-28" @default.
- W2078700862 title "Learning Multiple Latent Variables with Self-Organizing Maps" @default.
- W2078700862 cites W1556705998 @default.
- W2078700862 cites W1679913846 @default.
- W2078700862 cites W1987496739 @default.
- W2078700862 cites W2001141328 @default.
- W2078700862 cites W2019195466 @default.
- W2078700862 cites W2027424866 @default.
- W2078700862 cites W2047870719 @default.
- W2078700862 cites W2053186076 @default.
- W2078700862 cites W2110802877 @default.
- W2078700862 cites W2142363274 @default.
- W2078700862 cites W2168487341 @default.
- W2078700862 doi "https://doi.org/10.1109/grc.2010.89" @default.
- W2078700862 hasPublicationYear "2010" @default.
- W2078700862 type Work @default.
- W2078700862 sameAs 2078700862 @default.
- W2078700862 citedByCount "0" @default.
- W2078700862 crossrefType "proceedings-article" @default.
- W2078700862 hasAuthorship W2078700862A5009569707 @default.
- W2078700862 hasAuthorship W2078700862A5077623391 @default.
- W2078700862 hasConcept C111030470 @default.
- W2078700862 hasConcept C111168008 @default.
- W2078700862 hasConcept C112933361 @default.
- W2078700862 hasConcept C119857082 @default.
- W2078700862 hasConcept C123657996 @default.
- W2078700862 hasConcept C124101348 @default.
- W2078700862 hasConcept C136764020 @default.
- W2078700862 hasConcept C142362112 @default.
- W2078700862 hasConcept C153349607 @default.
- W2078700862 hasConcept C154945302 @default.
- W2078700862 hasConcept C178790620 @default.
- W2078700862 hasConcept C183003079 @default.
- W2078700862 hasConcept C185592680 @default.
- W2078700862 hasConcept C2776214188 @default.
- W2078700862 hasConcept C2779227376 @default.
- W2078700862 hasConcept C41008148 @default.
- W2078700862 hasConcept C50644808 @default.
- W2078700862 hasConcept C51167844 @default.
- W2078700862 hasConcept C67186912 @default.
- W2078700862 hasConcept C77088390 @default.
- W2078700862 hasConceptScore W2078700862C111030470 @default.
- W2078700862 hasConceptScore W2078700862C111168008 @default.
- W2078700862 hasConceptScore W2078700862C112933361 @default.
- W2078700862 hasConceptScore W2078700862C119857082 @default.
- W2078700862 hasConceptScore W2078700862C123657996 @default.
- W2078700862 hasConceptScore W2078700862C124101348 @default.
- W2078700862 hasConceptScore W2078700862C136764020 @default.
- W2078700862 hasConceptScore W2078700862C142362112 @default.
- W2078700862 hasConceptScore W2078700862C153349607 @default.
- W2078700862 hasConceptScore W2078700862C154945302 @default.
- W2078700862 hasConceptScore W2078700862C178790620 @default.
- W2078700862 hasConceptScore W2078700862C183003079 @default.
- W2078700862 hasConceptScore W2078700862C185592680 @default.
- W2078700862 hasConceptScore W2078700862C2776214188 @default.
- W2078700862 hasConceptScore W2078700862C2779227376 @default.
- W2078700862 hasConceptScore W2078700862C41008148 @default.
- W2078700862 hasConceptScore W2078700862C50644808 @default.
- W2078700862 hasConceptScore W2078700862C51167844 @default.
- W2078700862 hasConceptScore W2078700862C67186912 @default.
- W2078700862 hasConceptScore W2078700862C77088390 @default.
- W2078700862 hasLocation W20787008621 @default.
- W2078700862 hasOpenAccess W2078700862 @default.
- W2078700862 hasPrimaryLocation W20787008621 @default.
- W2078700862 hasRelatedWork W101939087 @default.
- W2078700862 hasRelatedWork W1520325657 @default.
- W2078700862 hasRelatedWork W1524283957 @default.
- W2078700862 hasRelatedWork W1606263311 @default.
- W2078700862 hasRelatedWork W2011008538 @default.
- W2078700862 hasRelatedWork W2070797946 @default.
- W2078700862 hasRelatedWork W2081684918 @default.
- W2078700862 hasRelatedWork W2105480138 @default.
- W2078700862 hasRelatedWork W2116804945 @default.
- W2078700862 hasRelatedWork W2130892737 @default.
- W2078700862 hasRelatedWork W2159432773 @default.
- W2078700862 hasRelatedWork W2163848038 @default.
- W2078700862 hasRelatedWork W2164064742 @default.
- W2078700862 hasRelatedWork W2169114577 @default.
- W2078700862 hasRelatedWork W2275207081 @default.
- W2078700862 hasRelatedWork W2287866814 @default.
- W2078700862 hasRelatedWork W2337617599 @default.
- W2078700862 hasRelatedWork W2464714129 @default.
- W2078700862 hasRelatedWork W2609763701 @default.
- W2078700862 hasRelatedWork W304228415 @default.
- W2078700862 isParatext "false" @default.
- W2078700862 isRetracted "false" @default.
- W2078700862 magId "2078700862" @default.
- W2078700862 workType "article" @default.