FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312731566> ?p ?o ?g. }

• W4312731566 endingPage "390" @default.
• W4312731566 startingPage "349" @default.
• W4312731566 abstract "In this project, we consider obtaining Fourier features via more efficient sampling schemes to approximate the kernel in LFMs. A latent force model (LFM) is a Gaussian process whose covariance functions follow an Exponentiated Quadratic (EQ) form, and the solutions for the cross-covariance are expensive due to the computational complexity. To reduce the complexity of mathematical expressions, random Fourier features (RFF) are applied to approximate the EQ kernel. Usually, the random Fourier features are implemented with Monte Carlo sampling, but this project proposes replacing the Monte-Carlo method with the Quasi-Monte Carlo (QMC) method. The first-order and second-order models’ experiment results demonstrate the decrease in NLPD and NMSE, which revealed that the models with QMC approximation have better performance." @default.
• W4312731566 created "2023-01-05" @default.
• W4312731566 creator A5007178584 @default.
• W4312731566 date "2022-01-01" @default.
• W4312731566 modified "2023-09-30" @default.
• W4312731566 title "Quasi-Monte Carlo Approximations for Exponentiated Quadratic Kernel in Latent Force Models" @default.
• W4312731566 cites W1510073064 @default.
• W4312731566 cites W1563088657 @default.
• W4312731566 cites W1978501336 @default.
• W4312731566 cites W1981984289 @default.
• W4312731566 cites W1986280275 @default.
• W4312731566 cites W1988685575 @default.
• W4312731566 cites W1991200719 @default.
• W4312731566 cites W2014158063 @default.
• W4312731566 cites W2019130306 @default.
• W4312731566 cites W2044973463 @default.
• W4312731566 cites W2047278710 @default.
• W4312731566 cites W2083253722 @default.
• W4312731566 cites W2088032561 @default.
• W4312731566 cites W2108995755 @default.
• W4312731566 cites W2125373697 @default.
• W4312731566 cites W2130902307 @default.
• W4312731566 cites W2140095548 @default.
• W4312731566 cites W2147632348 @default.
• W4312731566 cites W2149298154 @default.
• W4312731566 cites W2963592159 @default.
• W4312731566 cites W4211042066 @default.
• W4312731566 cites W4211049957 @default.
• W4312731566 cites W4239773590 @default.
• W4312731566 cites W4298876635 @default.
• W4312731566 cites W4300580367 @default.
• W4312731566 doi "https://doi.org/10.4236/ojmsi.2022.104021" @default.
• W4312731566 hasPublicationYear "2022" @default.
• W4312731566 type Work @default.
• W4312731566 citedByCount "0" @default.
• W4312731566 crossrefType "journal-article" @default.
• W4312731566 hasAuthorship W4312731566A5007178584 @default.
• W4312731566 hasBestOaLocation W43127315661 @default.
• W4312731566 hasConcept C102519508 @default.
• W4312731566 hasConcept C105795698 @default.
• W4312731566 hasConcept C111350023 @default.
• W4312731566 hasConcept C118615104 @default.
• W4312731566 hasConcept C121332964 @default.
• W4312731566 hasConcept C121864883 @default.
• W4312731566 hasConcept C126255220 @default.
• W4312731566 hasConcept C129844170 @default.
• W4312731566 hasConcept C13153151 @default.
• W4312731566 hasConcept C132725507 @default.
• W4312731566 hasConcept C134306372 @default.
• W4312731566 hasConcept C163716315 @default.
• W4312731566 hasConcept C178650346 @default.
• W4312731566 hasConcept C19499675 @default.
• W4312731566 hasConcept C2524010 @default.
• W4312731566 hasConcept C28826006 @default.
• W4312731566 hasConcept C33923547 @default.
• W4312731566 hasConcept C52740198 @default.
• W4312731566 hasConcept C61326573 @default.
• W4312731566 hasConcept C62520636 @default.
• W4312731566 hasConcept C63320529 @default.
• W4312731566 hasConcept C74193536 @default.
• W4312731566 hasConceptScore W4312731566C102519508 @default.
• W4312731566 hasConceptScore W4312731566C105795698 @default.
• W4312731566 hasConceptScore W4312731566C111350023 @default.
• W4312731566 hasConceptScore W4312731566C118615104 @default.
• W4312731566 hasConceptScore W4312731566C121332964 @default.
• W4312731566 hasConceptScore W4312731566C121864883 @default.
• W4312731566 hasConceptScore W4312731566C126255220 @default.
• W4312731566 hasConceptScore W4312731566C129844170 @default.
• W4312731566 hasConceptScore W4312731566C13153151 @default.
• W4312731566 hasConceptScore W4312731566C132725507 @default.
• W4312731566 hasConceptScore W4312731566C134306372 @default.
• W4312731566 hasConceptScore W4312731566C163716315 @default.
• W4312731566 hasConceptScore W4312731566C178650346 @default.
• W4312731566 hasConceptScore W4312731566C19499675 @default.
• W4312731566 hasConceptScore W4312731566C2524010 @default.
• W4312731566 hasConceptScore W4312731566C28826006 @default.
• W4312731566 hasConceptScore W4312731566C33923547 @default.
• W4312731566 hasConceptScore W4312731566C52740198 @default.
• W4312731566 hasConceptScore W4312731566C61326573 @default.
• W4312731566 hasConceptScore W4312731566C62520636 @default.
• W4312731566 hasConceptScore W4312731566C63320529 @default.
• W4312731566 hasConceptScore W4312731566C74193536 @default.
• W4312731566 hasIssue "04" @default.
• W4312731566 hasLocation W43127315661 @default.
• W4312731566 hasOpenAccess W4312731566 @default.
• W4312731566 hasPrimaryLocation W43127315661 @default.
• W4312731566 hasRelatedWork W1526488073 @default.
• W4312731566 hasRelatedWork W1603790492 @default.
• W4312731566 hasRelatedWork W2001744437 @default.
• W4312731566 hasRelatedWork W2077096961 @default.
• W4312731566 hasRelatedWork W2081255987 @default.
• W4312731566 hasRelatedWork W2105032794 @default.
• W4312731566 hasRelatedWork W2129944235 @default.
• W4312731566 hasRelatedWork W2153934880 @default.
• W4312731566 hasRelatedWork W4286727911 @default.
• W4312731566 hasRelatedWork W590971457 @default.
• W4312731566 hasVolume "10" @default.
• W4312731566 isParatext "false" @default.

• next