FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2990168296> ?p ?o ?g. }

• W2990168296 endingPage "103895" @default.
• W2990168296 startingPage "103895" @default.
• W2990168296 abstract "In this work, we propose a probabilistic just-in-time (PJIT) modeling methodology with nonlinear feature extraction for estimating quality variables of interest. In literature, deterministic nonlinear feature extraction methods have been employed to deal with high dimensional input data. However, these methods require prespecifying the latent dimensions, which often results in overfitting. To circumvent this issue, we employ the Bayesian Gaussian process latent variable model (BGPLVM) to extract nonlinear latent variables and determine their dimensions automatically. Owing to the probabilistic framework, the proposed approach involves computing the variational distribution of latent variables for the query sample as well as historical samples, and selecting relevant samples based on a distribution measure for building a local Gaussian process model to predict the quality variable. Furthermore, the applicability of the proposed approach to missing data and multi-rate data is discussed. Two case studies are presented to demonstrate the efficacy of the proposed PJIT model." @default.
• W2990168296 created "2019-12-05" @default.
• W2990168296 creator A5020520159 @default.
• W2990168296 creator A5036151815 @default.
• W2990168296 creator A5051959906 @default.
• W2990168296 creator A5071540194 @default.
• W2990168296 date "2020-01-01" @default.
• W2990168296 modified "2023-10-17" @default.
• W2990168296 title "Probabilistic just-in-time approach for nonlinear modeling with Bayesian nonlinear feature extraction" @default.
• W2990168296 cites W1134955226 @default.
• W2990168296 cites W1967511636 @default.
• W2990168296 cites W1983597155 @default.
• W2990168296 cites W1996609740 @default.
• W2990168296 cites W2000651380 @default.
• W2990168296 cites W2055566224 @default.
• W2990168296 cites W2065458594 @default.
• W2990168296 cites W2073447193 @default.
• W2990168296 cites W2076423279 @default.
• W2990168296 cites W2077496324 @default.
• W2990168296 cites W2133147280 @default.
• W2990168296 cites W2147062914 @default.
• W2990168296 cites W2328631136 @default.
• W2990168296 cites W2330543544 @default.
• W2990168296 cites W2463821062 @default.
• W2990168296 cites W2766674923 @default.
• W2990168296 cites W2811407124 @default.
• W2990168296 cites W2889017122 @default.
• W2990168296 cites W2897002003 @default.
• W2990168296 cites W2897516631 @default.
• W2990168296 doi "https://doi.org/10.1016/j.chemolab.2019.103895" @default.
• W2990168296 hasPublicationYear "2020" @default.
• W2990168296 type Work @default.
• W2990168296 sameAs 2990168296 @default.
• W2990168296 citedByCount "5" @default.
• W2990168296 countsByYear W29901682962020 @default.
• W2990168296 countsByYear W29901682962022 @default.
• W2990168296 crossrefType "journal-article" @default.
• W2990168296 hasAuthorship W2990168296A5020520159 @default.
• W2990168296 hasAuthorship W2990168296A5036151815 @default.
• W2990168296 hasAuthorship W2990168296A5051959906 @default.
• W2990168296 hasAuthorship W2990168296A5071540194 @default.
• W2990168296 hasConcept C107673813 @default.
• W2990168296 hasConcept C119857082 @default.
• W2990168296 hasConcept C121332964 @default.
• W2990168296 hasConcept C124101348 @default.
• W2990168296 hasConcept C138885662 @default.
• W2990168296 hasConcept C153180895 @default.
• W2990168296 hasConcept C154945302 @default.
• W2990168296 hasConcept C158622935 @default.
• W2990168296 hasConcept C163716315 @default.
• W2990168296 hasConcept C22019652 @default.
• W2990168296 hasConcept C2776401178 @default.
• W2990168296 hasConcept C41008148 @default.
• W2990168296 hasConcept C41895202 @default.
• W2990168296 hasConcept C49937458 @default.
• W2990168296 hasConcept C50644808 @default.
• W2990168296 hasConcept C51167844 @default.
• W2990168296 hasConcept C61326573 @default.
• W2990168296 hasConcept C62520636 @default.
• W2990168296 hasConcept C65965080 @default.
• W2990168296 hasConceptScore W2990168296C107673813 @default.
• W2990168296 hasConceptScore W2990168296C119857082 @default.
• W2990168296 hasConceptScore W2990168296C121332964 @default.
• W2990168296 hasConceptScore W2990168296C124101348 @default.
• W2990168296 hasConceptScore W2990168296C138885662 @default.
• W2990168296 hasConceptScore W2990168296C153180895 @default.
• W2990168296 hasConceptScore W2990168296C154945302 @default.
• W2990168296 hasConceptScore W2990168296C158622935 @default.
• W2990168296 hasConceptScore W2990168296C163716315 @default.
• W2990168296 hasConceptScore W2990168296C22019652 @default.
• W2990168296 hasConceptScore W2990168296C2776401178 @default.
• W2990168296 hasConceptScore W2990168296C41008148 @default.
• W2990168296 hasConceptScore W2990168296C41895202 @default.
• W2990168296 hasConceptScore W2990168296C49937458 @default.
• W2990168296 hasConceptScore W2990168296C50644808 @default.
• W2990168296 hasConceptScore W2990168296C51167844 @default.
• W2990168296 hasConceptScore W2990168296C61326573 @default.
• W2990168296 hasConceptScore W2990168296C62520636 @default.
• W2990168296 hasConceptScore W2990168296C65965080 @default.
• W2990168296 hasFunder F4320321001 @default.
• W2990168296 hasFunder F4320321605 @default.
• W2990168296 hasFunder F4320322296 @default.
• W2990168296 hasFunder F4320327912 @default.
• W2990168296 hasFunder F4320335787 @default.
• W2990168296 hasLocation W29901682961 @default.
• W2990168296 hasOpenAccess W2990168296 @default.
• W2990168296 hasPrimaryLocation W29901682961 @default.
• W2990168296 hasRelatedWork W1493487004 @default.
• W2990168296 hasRelatedWork W1996541855 @default.
• W2990168296 hasRelatedWork W2079705549 @default.
• W2990168296 hasRelatedWork W2619336040 @default.
• W2990168296 hasRelatedWork W2767651786 @default.
• W2990168296 hasRelatedWork W2989932438 @default.
• W2990168296 hasRelatedWork W3099765033 @default.
• W2990168296 hasRelatedWork W4210794429 @default.
• W2990168296 hasRelatedWork W4283732135 @default.
• W2990168296 hasRelatedWork W66306528 @default.
• W2990168296 hasVolume "196" @default.

• next