FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285335847> ?p ?o ?g. }

• W4285335847 endingPage "104653" @default.
• W4285335847 startingPage "104653" @default.
• W4285335847 abstract "The self-organizing map is an unsupervised neural network which is widely used for data visualization and clustering in the field of chemometrics. The classical Kohonen algorithm that computes self-organizing maps is suitable only for complete data without any missing values. However, in many applications, partially observed data are the norm. In this paper, we propose an extension of self-organizing maps to incomplete data via a new criterion that also defines estimators of the missing values. In addition, an adaptation of the Kohonen algorithm, named missSOM, is provided to compute these self-organizing maps and impute missing values. An efficient implementation is provided. Numerical experiments on simulated data and a chemical dataset illustrate the short computing time of missSOM and assess its performance regarding various criteria and in comparison to the state of the art." @default.
• W4285335847 created "2022-07-14" @default.
• W4285335847 creator A5011379612 @default.
• W4285335847 creator A5030092180 @default.
• W4285335847 creator A5050259727 @default.
• W4285335847 date "2022-12-01" @default.
• W4285335847 modified "2023-10-16" @default.
• W4285335847 title "Self-organizing maps for exploration of partially observed data and imputation of missing values" @default.
• W4285335847 cites W1573823453 @default.
• W4285335847 cites W1598553907 @default.
• W4285335847 cites W1697947569 @default.
• W4285335847 cites W1822348759 @default.
• W4285335847 cites W1960194752 @default.
• W4285335847 cites W1998780131 @default.
• W4285335847 cites W2009432182 @default.
• W4285335847 cites W2022054570 @default.
• W4285335847 cites W2049440534 @default.
• W4285335847 cites W2088278811 @default.
• W4285335847 cites W2090491099 @default.
• W4285335847 cites W2093901628 @default.
• W4285335847 cites W2100358124 @default.
• W4285335847 cites W2100837069 @default.
• W4285335847 cites W2105942355 @default.
• W4285335847 cites W2107636931 @default.
• W4285335847 cites W2121364101 @default.
• W4285335847 cites W2146147535 @default.
• W4285335847 cites W2166849654 @default.
• W4285335847 cites W2169011718 @default.
• W4285335847 cites W2278988761 @default.
• W4285335847 cites W2414120949 @default.
• W4285335847 cites W2534722177 @default.
• W4285335847 cites W2562559170 @default.
• W4285335847 cites W2945932227 @default.
• W4285335847 cites W2950703937 @default.
• W4285335847 cites W2970195637 @default.
• W4285335847 cites W2976127369 @default.
• W4285335847 cites W3026609628 @default.
• W4285335847 cites W3117307222 @default.
• W4285335847 cites W3139174110 @default.
• W4285335847 doi "https://doi.org/10.1016/j.chemolab.2022.104653" @default.
• W4285335847 hasPublicationYear "2022" @default.
• W4285335847 type Work @default.
• W4285335847 citedByCount "1" @default.
• W4285335847 countsByYear W42853358472022 @default.
• W4285335847 crossrefType "journal-article" @default.
• W4285335847 hasAuthorship W4285335847A5011379612 @default.
• W4285335847 hasAuthorship W4285335847A5030092180 @default.
• W4285335847 hasAuthorship W4285335847A5050259727 @default.
• W4285335847 hasBestOaLocation W42853358472 @default.
• W4285335847 hasConcept C105795698 @default.
• W4285335847 hasConcept C111168008 @default.
• W4285335847 hasConcept C119857082 @default.
• W4285335847 hasConcept C124101348 @default.
• W4285335847 hasConcept C153180895 @default.
• W4285335847 hasConcept C154945302 @default.
• W4285335847 hasConcept C185429906 @default.
• W4285335847 hasConcept C202444582 @default.
• W4285335847 hasConcept C33923547 @default.
• W4285335847 hasConcept C36464697 @default.
• W4285335847 hasConcept C41008148 @default.
• W4285335847 hasConcept C50644808 @default.
• W4285335847 hasConcept C58041806 @default.
• W4285335847 hasConcept C73555534 @default.
• W4285335847 hasConcept C9357733 @default.
• W4285335847 hasConcept C9652623 @default.
• W4285335847 hasConceptScore W4285335847C105795698 @default.
• W4285335847 hasConceptScore W4285335847C111168008 @default.
• W4285335847 hasConceptScore W4285335847C119857082 @default.
• W4285335847 hasConceptScore W4285335847C124101348 @default.
• W4285335847 hasConceptScore W4285335847C153180895 @default.
• W4285335847 hasConceptScore W4285335847C154945302 @default.
• W4285335847 hasConceptScore W4285335847C185429906 @default.
• W4285335847 hasConceptScore W4285335847C202444582 @default.
• W4285335847 hasConceptScore W4285335847C33923547 @default.
• W4285335847 hasConceptScore W4285335847C36464697 @default.
• W4285335847 hasConceptScore W4285335847C41008148 @default.
• W4285335847 hasConceptScore W4285335847C50644808 @default.
• W4285335847 hasConceptScore W4285335847C58041806 @default.
• W4285335847 hasConceptScore W4285335847C73555534 @default.
• W4285335847 hasConceptScore W4285335847C9357733 @default.
• W4285335847 hasConceptScore W4285335847C9652623 @default.
• W4285335847 hasLocation W42853358471 @default.
• W4285335847 hasLocation W42853358472 @default.
• W4285335847 hasLocation W42853358473 @default.
• W4285335847 hasLocation W42853358474 @default.
• W4285335847 hasLocation W42853358475 @default.
• W4285335847 hasLocation W42853358476 @default.
• W4285335847 hasLocation W42853358477 @default.
• W4285335847 hasOpenAccess W4285335847 @default.
• W4285335847 hasPrimaryLocation W42853358471 @default.
• W4285335847 hasRelatedWork W2368376540 @default.
• W4285335847 hasRelatedWork W2541565311 @default.
• W4285335847 hasRelatedWork W2751555317 @default.
• W4285335847 hasRelatedWork W2784019465 @default.
• W4285335847 hasRelatedWork W3049453136 @default.
• W4285335847 hasRelatedWork W3091240836 @default.
• W4285335847 hasRelatedWork W3173197172 @default.
• W4285335847 hasRelatedWork W3183609638 @default.

• next