Matches in SemOpenAlex for { <https://semopenalex.org/work/W2134080557> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2134080557 endingPage "82" @default.
- W2134080557 startingPage "68" @default.
- W2134080557 abstract "We describe a case study in which we applied Q2 learning (qualitatively faithful quantitative learning) to the analysis and prediction of ozone concentrations in the cities of Ljubljana and Nova Gorica, Slovenia. We used program QUIN to induce a qualitative model from numerical data that include the measurements of several meteorological and chemical variables. The resulting qualitative model consists of tree-structured monotonic qualitative constraints. We show how this model for Nova Gorica enables a nice interpretation of complex meteorological and chemical processes that affect the level of ozone concentration. In addition to inducing a qualitative model from data, we extended the qualitative model to also enable numerical prediction for both cities. In this case, we used in addition to measured data also data from the European meteorological prognostic model ALADIN which itself does not model pollutants. The results suggest that the qualitatively constrained numerical model tends to improve numerical prediction in comparison with some standard numerical learning methods." @default.
- W2134080557 created "2016-06-24" @default.
- W2134080557 creator A5020641117 @default.
- W2134080557 creator A5054054297 @default.
- W2134080557 creator A5066691346 @default.
- W2134080557 creator A5066703737 @default.
- W2134080557 creator A5089747380 @default.
- W2134080557 creator A5091080249 @default.
- W2134080557 date "2006-01-01" @default.
- W2134080557 modified "2023-10-15" @default.
- W2134080557 title "Prediction of ozone concentrations" @default.
- W2134080557 cites W1595590337 @default.
- W2134080557 cites W2009438951 @default.
- W2134080557 cites W2028628732 @default.
- W2134080557 cites W2029415078 @default.
- W2134080557 cites W2032803487 @default.
- W2134080557 cites W2049367182 @default.
- W2134080557 cites W2053190303 @default.
- W2134080557 cites W2054658115 @default.
- W2134080557 cites W2089494670 @default.
- W2134080557 cites W2096623233 @default.
- W2134080557 cites W2115264548 @default.
- W2134080557 cites W2123504579 @default.
- W2134080557 cites W2132661907 @default.
- W2134080557 cites W3085162807 @default.
- W2134080557 doi "https://doi.org/10.1016/j.ecolmodel.2005.08.013" @default.
- W2134080557 hasPublicationYear "2006" @default.
- W2134080557 type Work @default.
- W2134080557 sameAs 2134080557 @default.
- W2134080557 citedByCount "9" @default.
- W2134080557 countsByYear W21340805572012 @default.
- W2134080557 countsByYear W21340805572013 @default.
- W2134080557 countsByYear W21340805572015 @default.
- W2134080557 countsByYear W21340805572017 @default.
- W2134080557 crossrefType "journal-article" @default.
- W2134080557 hasAuthorship W2134080557A5020641117 @default.
- W2134080557 hasAuthorship W2134080557A5054054297 @default.
- W2134080557 hasAuthorship W2134080557A5066691346 @default.
- W2134080557 hasAuthorship W2134080557A5066703737 @default.
- W2134080557 hasAuthorship W2134080557A5089747380 @default.
- W2134080557 hasAuthorship W2134080557A5091080249 @default.
- W2134080557 hasConcept C105795698 @default.
- W2134080557 hasConcept C134306372 @default.
- W2134080557 hasConcept C147947694 @default.
- W2134080557 hasConcept C153294291 @default.
- W2134080557 hasConcept C205649164 @default.
- W2134080557 hasConcept C2776349674 @default.
- W2134080557 hasConcept C2986605239 @default.
- W2134080557 hasConcept C33923547 @default.
- W2134080557 hasConcept C39432304 @default.
- W2134080557 hasConcept C41008148 @default.
- W2134080557 hasConcept C500300565 @default.
- W2134080557 hasConcept C508106653 @default.
- W2134080557 hasConcept C72169020 @default.
- W2134080557 hasConceptScore W2134080557C105795698 @default.
- W2134080557 hasConceptScore W2134080557C134306372 @default.
- W2134080557 hasConceptScore W2134080557C147947694 @default.
- W2134080557 hasConceptScore W2134080557C153294291 @default.
- W2134080557 hasConceptScore W2134080557C205649164 @default.
- W2134080557 hasConceptScore W2134080557C2776349674 @default.
- W2134080557 hasConceptScore W2134080557C2986605239 @default.
- W2134080557 hasConceptScore W2134080557C33923547 @default.
- W2134080557 hasConceptScore W2134080557C39432304 @default.
- W2134080557 hasConceptScore W2134080557C41008148 @default.
- W2134080557 hasConceptScore W2134080557C500300565 @default.
- W2134080557 hasConceptScore W2134080557C508106653 @default.
- W2134080557 hasConceptScore W2134080557C72169020 @default.
- W2134080557 hasIssue "1" @default.
- W2134080557 hasLocation W21340805571 @default.
- W2134080557 hasOpenAccess W2134080557 @default.
- W2134080557 hasPrimaryLocation W21340805571 @default.
- W2134080557 hasRelatedWork W18749005 @default.
- W2134080557 hasRelatedWork W1986932479 @default.
- W2134080557 hasRelatedWork W2107518791 @default.
- W2134080557 hasRelatedWork W2114669559 @default.
- W2134080557 hasRelatedWork W2317765915 @default.
- W2134080557 hasRelatedWork W2378771810 @default.
- W2134080557 hasRelatedWork W2496275562 @default.
- W2134080557 hasRelatedWork W2578633269 @default.
- W2134080557 hasRelatedWork W3128822888 @default.
- W2134080557 hasRelatedWork W3158254711 @default.
- W2134080557 hasVolume "191" @default.
- W2134080557 isParatext "false" @default.
- W2134080557 isRetracted "false" @default.
- W2134080557 magId "2134080557" @default.
- W2134080557 workType "article" @default.