FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2896032316> ?p ?o ?g. }

• W2896032316 endingPage "22" @default.
• W2896032316 startingPage "11" @default.
• W2896032316 abstract "Accurate prediction of the flow rate curve of a stroke for reciprocating multiphase pumps often encounters several challenges in practice, including process nonlinearity, dynamical characteristics, and changing multiphase transportation conditions. To enhance the prediction performance, an active learning method is proposed to efficiently design informative training data. Some initial training data are first collected from experiments to construct several local Gaussian process regression (GPR) models. Additionally, with the GPR-based probabilistic information, a relative variance-based criterion is proposed to explore which regions the new data should be introduced into the GPR prediction model. Moreover, an evaluation criterion is designed to implement the active learning procedure efficiently. Consequently, without time-consuming experiments, a set of new representative training data are sequentially introduced into the GPR prediction model. Experimental results and comparative studies for dynamical flow rate prediction of a stroke are carried out to demonstrate the effectiveness of the proposed method." @default.
• W2896032316 created "2018-10-26" @default.
• W2896032316 creator A5008659449 @default.
• W2896032316 creator A5012211566 @default.
• W2896032316 creator A5066960621 @default.
• W2896032316 creator A5073070877 @default.
• W2896032316 date "2018-12-01" @default.
• W2896032316 modified "2023-10-18" @default.
• W2896032316 title "Active learning for modeling and prediction of dynamical fluid processes" @default.
• W2896032316 cites W1972195634 @default.
• W2896032316 cites W1996139334 @default.
• W2896032316 cites W2043908903 @default.
• W2896032316 cites W2071437279 @default.
• W2896032316 cites W2086669658 @default.
• W2896032316 cites W2094999625 @default.
• W2896032316 cites W2138728394 @default.
• W2896032316 cites W2166584032 @default.
• W2896032316 cites W2195220521 @default.
• W2896032316 cites W2274441380 @default.
• W2896032316 cites W2484435695 @default.
• W2896032316 cites W2507517106 @default.
• W2896032316 cites W2516713989 @default.
• W2896032316 cites W2557641034 @default.
• W2896032316 cites W2603312108 @default.
• W2896032316 cites W2737248315 @default.
• W2896032316 cites W2757962973 @default.
• W2896032316 cites W2759373267 @default.
• W2896032316 cites W2778352504 @default.
• W2896032316 cites W2789440825 @default.
• W2896032316 cites W2792749044 @default.
• W2896032316 cites W2806244818 @default.
• W2896032316 cites W2810016643 @default.
• W2896032316 cites W2889017122 @default.
• W2896032316 cites W2889386770 @default.
• W2896032316 cites W401494668 @default.
• W2896032316 doi "https://doi.org/10.1016/j.chemolab.2018.10.005" @default.
• W2896032316 hasPublicationYear "2018" @default.
• W2896032316 type Work @default.
• W2896032316 sameAs 2896032316 @default.
• W2896032316 citedByCount "11" @default.
• W2896032316 countsByYear W28960323162019 @default.
• W2896032316 countsByYear W28960323162020 @default.
• W2896032316 countsByYear W28960323162021 @default.
• W2896032316 countsByYear W28960323162022 @default.
• W2896032316 countsByYear W28960323162023 @default.
• W2896032316 crossrefType "journal-article" @default.
• W2896032316 hasAuthorship W2896032316A5008659449 @default.
• W2896032316 hasAuthorship W2896032316A5012211566 @default.
• W2896032316 hasAuthorship W2896032316A5066960621 @default.
• W2896032316 hasAuthorship W2896032316A5073070877 @default.
• W2896032316 hasConcept C111919701 @default.
• W2896032316 hasConcept C119857082 @default.
• W2896032316 hasConcept C121332964 @default.
• W2896032316 hasConcept C121955636 @default.
• W2896032316 hasConcept C124101348 @default.
• W2896032316 hasConcept C144133560 @default.
• W2896032316 hasConcept C154945302 @default.
• W2896032316 hasConcept C163716315 @default.
• W2896032316 hasConcept C177264268 @default.
• W2896032316 hasConcept C196083921 @default.
• W2896032316 hasConcept C199360897 @default.
• W2896032316 hasConcept C41008148 @default.
• W2896032316 hasConcept C49937458 @default.
• W2896032316 hasConcept C554190296 @default.
• W2896032316 hasConcept C61326573 @default.
• W2896032316 hasConcept C62520636 @default.
• W2896032316 hasConcept C71813955 @default.
• W2896032316 hasConcept C76155785 @default.
• W2896032316 hasConcept C81692654 @default.
• W2896032316 hasConcept C98045186 @default.
• W2896032316 hasConceptScore W2896032316C111919701 @default.
• W2896032316 hasConceptScore W2896032316C119857082 @default.
• W2896032316 hasConceptScore W2896032316C121332964 @default.
• W2896032316 hasConceptScore W2896032316C121955636 @default.
• W2896032316 hasConceptScore W2896032316C124101348 @default.
• W2896032316 hasConceptScore W2896032316C144133560 @default.
• W2896032316 hasConceptScore W2896032316C154945302 @default.
• W2896032316 hasConceptScore W2896032316C163716315 @default.
• W2896032316 hasConceptScore W2896032316C177264268 @default.
• W2896032316 hasConceptScore W2896032316C196083921 @default.
• W2896032316 hasConceptScore W2896032316C199360897 @default.
• W2896032316 hasConceptScore W2896032316C41008148 @default.
• W2896032316 hasConceptScore W2896032316C49937458 @default.
• W2896032316 hasConceptScore W2896032316C554190296 @default.
• W2896032316 hasConceptScore W2896032316C61326573 @default.
• W2896032316 hasConceptScore W2896032316C62520636 @default.
• W2896032316 hasConceptScore W2896032316C71813955 @default.
• W2896032316 hasConceptScore W2896032316C76155785 @default.
• W2896032316 hasConceptScore W2896032316C81692654 @default.
• W2896032316 hasConceptScore W2896032316C98045186 @default.
• W2896032316 hasFunder F4320321001 @default.
• W2896032316 hasLocation W28960323161 @default.
• W2896032316 hasOpenAccess W2896032316 @default.
• W2896032316 hasPrimaryLocation W28960323161 @default.
• W2896032316 hasRelatedWork W2063381173 @default.
• W2896032316 hasRelatedWork W2102341081 @default.
• W2896032316 hasRelatedWork W2253386386 @default.
• W2896032316 hasRelatedWork W2318821300 @default.

• next