FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2078393389> ?p ?o ?g. }

• W2078393389 endingPage "334" @default.
• W2078393389 startingPage "327" @default.
• W2078393389 abstract "Accurate description of hormetic dose-response curves (DRC) is a key step for the determination of the efficacy and hazards of the pollutants with the hormetic phenomenon. This study tries to use support vector regression (SVR) and least squares support vector regression (LS-SVR) to address the problem of curve fitting existing in hormesis. The SVR and LS-SVR, which are entirely different from the non-linear fitting methods used to describe hormetic effects based on large sample, are at present only optimum methods based on small sample often encountered in the experimental toxicology. The tuning parameters (C and p1 for SVR, gam and sig2 for LS-SVR) determining SVR and LS-SVR models were obtained by both the internal and external validation of the models. The internal validation was performed by using leave-one-out (LOO) cross-validation and the external validation was performed by splitting the whole data set (12 data points) into the same size (six data points) of training set and test set. The results show that SVR and LS-SVR can accurately describe not only for the hermetic J-shaped DRC of seven water-soluble organic solvents consisting of acetonitrile, methanol, ethanol, acetone, ether, tetrahydrofuran, and isopropanol, but also for the classical sigmoid DRC of six pesticides including simetryn, prometon, bromacil, velpar, diquat-dibromide monohydrate, and dichlorvos." @default.
• W2078393389 created "2016-06-24" @default.
• W2078393389 creator A5019357106 @default.
• W2078393389 creator A5031699197 @default.
• W2078393389 creator A5052846612 @default.
• W2078393389 creator A5068947466 @default.
• W2078393389 date "2010-01-01" @default.
• W2078393389 modified "2023-10-18" @default.
• W2078393389 title "Support vector regression and least squares support vector regression for hormetic dose–response curves fitting" @default.
• W2078393389 cites W1964357740 @default.
• W2078393389 cites W1965395316 @default.
• W2078393389 cites W1977546401 @default.
• W2078393389 cites W1988718706 @default.
• W2078393389 cites W1994288905 @default.
• W2078393389 cites W2016093584 @default.
• W2078393389 cites W2030383829 @default.
• W2078393389 cites W2051808059 @default.
• W2078393389 cites W2056121764 @default.
• W2078393389 cites W2074681440 @default.
• W2078393389 cites W2078142089 @default.
• W2078393389 cites W2078782423 @default.
• W2078393389 cites W2079897751 @default.
• W2078393389 cites W2085518069 @default.
• W2078393389 cites W2087661061 @default.
• W2078393389 cites W2088153946 @default.
• W2078393389 cites W2096576358 @default.
• W2078393389 cites W2120879667 @default.
• W2078393389 cites W2150701526 @default.
• W2078393389 cites W2152344953 @default.
• W2078393389 cites W2167070287 @default.
• W2078393389 doi "https://doi.org/10.1016/j.chemosphere.2009.10.029" @default.
• W2078393389 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/19906401" @default.
• W2078393389 hasPublicationYear "2010" @default.
• W2078393389 type Work @default.
• W2078393389 sameAs 2078393389 @default.
• W2078393389 citedByCount "54" @default.
• W2078393389 countsByYear W20783933892012 @default.
• W2078393389 countsByYear W20783933892013 @default.
• W2078393389 countsByYear W20783933892014 @default.
• W2078393389 countsByYear W20783933892015 @default.
• W2078393389 countsByYear W20783933892016 @default.
• W2078393389 countsByYear W20783933892017 @default.
• W2078393389 countsByYear W20783933892018 @default.
• W2078393389 countsByYear W20783933892019 @default.
• W2078393389 countsByYear W20783933892020 @default.
• W2078393389 countsByYear W20783933892021 @default.
• W2078393389 crossrefType "journal-article" @default.
• W2078393389 hasAuthorship W2078393389A5019357106 @default.
• W2078393389 hasAuthorship W2078393389A5031699197 @default.
• W2078393389 hasAuthorship W2078393389A5052846612 @default.
• W2078393389 hasAuthorship W2078393389A5068947466 @default.
• W2078393389 hasConcept C105795698 @default.
• W2078393389 hasConcept C119857082 @default.
• W2078393389 hasConcept C12267149 @default.
• W2078393389 hasConcept C169903167 @default.
• W2078393389 hasConcept C185592680 @default.
• W2078393389 hasConcept C186256576 @default.
• W2078393389 hasConcept C2776151105 @default.
• W2078393389 hasConcept C33923547 @default.
• W2078393389 hasConcept C41008148 @default.
• W2078393389 hasConcept C48921125 @default.
• W2078393389 hasConcept C50644808 @default.
• W2078393389 hasConcept C55493867 @default.
• W2078393389 hasConcept C81388566 @default.
• W2078393389 hasConceptScore W2078393389C105795698 @default.
• W2078393389 hasConceptScore W2078393389C119857082 @default.
• W2078393389 hasConceptScore W2078393389C12267149 @default.
• W2078393389 hasConceptScore W2078393389C169903167 @default.
• W2078393389 hasConceptScore W2078393389C185592680 @default.
• W2078393389 hasConceptScore W2078393389C186256576 @default.
• W2078393389 hasConceptScore W2078393389C2776151105 @default.
• W2078393389 hasConceptScore W2078393389C33923547 @default.
• W2078393389 hasConceptScore W2078393389C41008148 @default.
• W2078393389 hasConceptScore W2078393389C48921125 @default.
• W2078393389 hasConceptScore W2078393389C50644808 @default.
• W2078393389 hasConceptScore W2078393389C55493867 @default.
• W2078393389 hasConceptScore W2078393389C81388566 @default.
• W2078393389 hasFunder F4320321001 @default.
• W2078393389 hasFunder F4320321769 @default.
• W2078393389 hasFunder F4320335773 @default.
• W2078393389 hasIssue "3" @default.
• W2078393389 hasLocation W20783933891 @default.
• W2078393389 hasLocation W20783933892 @default.
• W2078393389 hasOpenAccess W2078393389 @default.
• W2078393389 hasPrimaryLocation W20783933891 @default.
• W2078393389 hasRelatedWork W1993537257 @default.
• W2078393389 hasRelatedWork W2013463073 @default.
• W2078393389 hasRelatedWork W2020493137 @default.
• W2078393389 hasRelatedWork W2384344231 @default.
• W2078393389 hasRelatedWork W2390575082 @default.
• W2078393389 hasRelatedWork W2396366225 @default.
• W2078393389 hasRelatedWork W2521358630 @default.
• W2078393389 hasRelatedWork W2998883955 @default.
• W2078393389 hasRelatedWork W3034743116 @default.
• W2078393389 hasRelatedWork W71444889 @default.
• W2078393389 hasVolume "78" @default.
• W2078393389 isParatext "false" @default.
• W2078393389 isRetracted "false" @default.

• next