Matches in SemOpenAlex for { <https://semopenalex.org/work/W2355360040> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W2355360040 abstract "In order to solve the problem of low prediction accuracy,the bad robustness of the traditional forecasting methods and the standard least squares support vector regression(LSSVR) in water quality prediction,the adaptive particle swarm optimization weighted least squares support vector regression(APSO-WLSSVR) model for water quality prediction was proposed.Different weights were set for various samples according to its different importance for the model.A weighted least squares support vector regression model(WLSSVR) was established,which could avoid low prediction accuracy of the standard LSSVR,and ignore the importance of the samples differences.The particle swarm optimization algorithm was adopted to optimize and choose the model parameters to reduce the blindness and the impact of human factors of the standard LSSVR trial method when obtaining the parameters.In order to verify the performance of the model,the water quality of intensive farming river crab in Yixing,Jiangsu Province,was predicted,which was also compared with other forecast methods.The results showed that the model prediction accuracy was obviously improved,and also had good robustness and generalization ability,which could met the practical needs of the intensive aquaculture water quality management." @default.
- W2355360040 created "2016-06-24" @default.
- W2355360040 creator A5051181135 @default.
- W2355360040 date "2012-01-01" @default.
- W2355360040 modified "2023-09-24" @default.
- W2355360040 title "Water quality prediction model based on APSO-WLSSVR" @default.
- W2355360040 hasPublicationYear "2012" @default.
- W2355360040 type Work @default.
- W2355360040 sameAs 2355360040 @default.
- W2355360040 citedByCount "0" @default.
- W2355360040 crossrefType "journal-article" @default.
- W2355360040 hasAuthorship W2355360040A5051181135 @default.
- W2355360040 hasConcept C104317684 @default.
- W2355360040 hasConcept C105795698 @default.
- W2355360040 hasConcept C119767625 @default.
- W2355360040 hasConcept C119857082 @default.
- W2355360040 hasConcept C12267149 @default.
- W2355360040 hasConcept C124101348 @default.
- W2355360040 hasConcept C126255220 @default.
- W2355360040 hasConcept C145828037 @default.
- W2355360040 hasConcept C185592680 @default.
- W2355360040 hasConcept C2780929884 @default.
- W2355360040 hasConcept C33923547 @default.
- W2355360040 hasConcept C41008148 @default.
- W2355360040 hasConcept C55493867 @default.
- W2355360040 hasConcept C63479239 @default.
- W2355360040 hasConcept C71924100 @default.
- W2355360040 hasConcept C83546350 @default.
- W2355360040 hasConcept C85617194 @default.
- W2355360040 hasConceptScore W2355360040C104317684 @default.
- W2355360040 hasConceptScore W2355360040C105795698 @default.
- W2355360040 hasConceptScore W2355360040C119767625 @default.
- W2355360040 hasConceptScore W2355360040C119857082 @default.
- W2355360040 hasConceptScore W2355360040C12267149 @default.
- W2355360040 hasConceptScore W2355360040C124101348 @default.
- W2355360040 hasConceptScore W2355360040C126255220 @default.
- W2355360040 hasConceptScore W2355360040C145828037 @default.
- W2355360040 hasConceptScore W2355360040C185592680 @default.
- W2355360040 hasConceptScore W2355360040C2780929884 @default.
- W2355360040 hasConceptScore W2355360040C33923547 @default.
- W2355360040 hasConceptScore W2355360040C41008148 @default.
- W2355360040 hasConceptScore W2355360040C55493867 @default.
- W2355360040 hasConceptScore W2355360040C63479239 @default.
- W2355360040 hasConceptScore W2355360040C71924100 @default.
- W2355360040 hasConceptScore W2355360040C83546350 @default.
- W2355360040 hasConceptScore W2355360040C85617194 @default.
- W2355360040 hasLocation W23553600401 @default.
- W2355360040 hasOpenAccess W2355360040 @default.
- W2355360040 hasPrimaryLocation W23553600401 @default.
- W2355360040 hasRelatedWork W2075153278 @default.
- W2355360040 hasRelatedWork W2076593392 @default.
- W2355360040 hasRelatedWork W2161665350 @default.
- W2355360040 hasRelatedWork W2332271028 @default.
- W2355360040 hasRelatedWork W2360546606 @default.
- W2355360040 hasRelatedWork W2366200871 @default.
- W2355360040 hasRelatedWork W2370915182 @default.
- W2355360040 hasRelatedWork W2371339311 @default.
- W2355360040 hasRelatedWork W2372309519 @default.
- W2355360040 hasRelatedWork W2392193502 @default.
- W2355360040 hasRelatedWork W2418497804 @default.
- W2355360040 hasRelatedWork W2755671111 @default.
- W2355360040 hasRelatedWork W2905210019 @default.
- W2355360040 hasRelatedWork W2944906544 @default.
- W2355360040 hasRelatedWork W2954195585 @default.
- W2355360040 hasRelatedWork W2990521787 @default.
- W2355360040 hasRelatedWork W2999979614 @default.
- W2355360040 hasRelatedWork W3039109528 @default.
- W2355360040 hasRelatedWork W3175103992 @default.
- W2355360040 hasRelatedWork W2730917360 @default.
- W2355360040 isParatext "false" @default.
- W2355360040 isRetracted "false" @default.
- W2355360040 magId "2355360040" @default.
- W2355360040 workType "article" @default.