Matches in SemOpenAlex for { <https://semopenalex.org/work/W2087001535> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2087001535 endingPage "330" @default.
- W2087001535 startingPage "322" @default.
- W2087001535 abstract "Floods are common phenomenon in the state of Kuala Krai, specifically in Kelantan-Malaysia. Every year, floods affecting biodiversity on this region and also causing property loss of this residential area. The residents in Kelantan always suffered from floods since the water overflows to the areas adjoining to the rivers, lakes or dams. Months, average monthly rainfall, temperature, relative humidity and surface wind were used as predictors while the water level of Galas River was used as response. The selection of suitable predictor variables becomes an important issue for developing prediction model since the analysis data uses many variables from meteorological and hydrogical departments. In this study, we conduct K-fold Cross-Validation (CV) to select the important variables for the water level predictions. A suitable prediction model is needed to forecast the water level in Galas River by adopting the Ordinary Linear Regression (OLR) and Partial Least Squares Regression (PLSR). However, we need to perform pre-processing data of the datasets since the original data contain missing data. We perform two types of pre-processing data which are using mean of the corresponding months (type I pre-processing data) and OLR (type II pre-processing data) of missing data. Based on the experiment, PLSR is more suitable model rather than OLR for predicting the water level in Galas River and the use of the type I pre-processing data gives higher accuracy than the type II pre-processing data." @default.
- W2087001535 created "2016-06-24" @default.
- W2087001535 creator A5054574685 @default.
- W2087001535 date "2013-04-01" @default.
- W2087001535 modified "2023-09-29" @default.
- W2087001535 title "PARTIAL LEAST SQUARES REGRESSION BASED VARIABLES SELECTION FOR WATER LEVEL PREDICTIONS" @default.
- W2087001535 cites W1560295257 @default.
- W2087001535 cites W1774599919 @default.
- W2087001535 cites W1965620617 @default.
- W2087001535 cites W1976251851 @default.
- W2087001535 cites W1981251392 @default.
- W2087001535 cites W2023819954 @default.
- W2087001535 cites W2062320241 @default.
- W2087001535 cites W2086402497 @default.
- W2087001535 cites W2094094863 @default.
- W2087001535 cites W2097879961 @default.
- W2087001535 cites W2112081648 @default.
- W2087001535 cites W2139269942 @default.
- W2087001535 cites W2142746140 @default.
- W2087001535 cites W2153312912 @default.
- W2087001535 cites W2160333357 @default.
- W2087001535 cites W2165949883 @default.
- W2087001535 cites W2166906496 @default.
- W2087001535 cites W2171283325 @default.
- W2087001535 cites W2318017954 @default.
- W2087001535 cites W2329831091 @default.
- W2087001535 cites W3034904215 @default.
- W2087001535 cites W3085162807 @default.
- W2087001535 cites W36040755 @default.
- W2087001535 doi "https://doi.org/10.3844/ajassp.2013.322.330" @default.
- W2087001535 hasPublicationYear "2013" @default.
- W2087001535 type Work @default.
- W2087001535 sameAs 2087001535 @default.
- W2087001535 citedByCount "7" @default.
- W2087001535 countsByYear W20870015352014 @default.
- W2087001535 countsByYear W20870015352015 @default.
- W2087001535 countsByYear W20870015352018 @default.
- W2087001535 countsByYear W20870015352019 @default.
- W2087001535 countsByYear W20870015352021 @default.
- W2087001535 crossrefType "journal-article" @default.
- W2087001535 hasAuthorship W2087001535A5054574685 @default.
- W2087001535 hasBestOaLocation W20870015351 @default.
- W2087001535 hasConcept C105795698 @default.
- W2087001535 hasConcept C119857082 @default.
- W2087001535 hasConcept C127413603 @default.
- W2087001535 hasConcept C148483581 @default.
- W2087001535 hasConcept C152877465 @default.
- W2087001535 hasConcept C187320778 @default.
- W2087001535 hasConcept C205649164 @default.
- W2087001535 hasConcept C22354355 @default.
- W2087001535 hasConcept C33923547 @default.
- W2087001535 hasConcept C39432304 @default.
- W2087001535 hasConcept C41008148 @default.
- W2087001535 hasConcept C48921125 @default.
- W2087001535 hasConcept C76886044 @default.
- W2087001535 hasConcept C83546350 @default.
- W2087001535 hasConcept C9357733 @default.
- W2087001535 hasConcept C99656134 @default.
- W2087001535 hasConceptScore W2087001535C105795698 @default.
- W2087001535 hasConceptScore W2087001535C119857082 @default.
- W2087001535 hasConceptScore W2087001535C127413603 @default.
- W2087001535 hasConceptScore W2087001535C148483581 @default.
- W2087001535 hasConceptScore W2087001535C152877465 @default.
- W2087001535 hasConceptScore W2087001535C187320778 @default.
- W2087001535 hasConceptScore W2087001535C205649164 @default.
- W2087001535 hasConceptScore W2087001535C22354355 @default.
- W2087001535 hasConceptScore W2087001535C33923547 @default.
- W2087001535 hasConceptScore W2087001535C39432304 @default.
- W2087001535 hasConceptScore W2087001535C41008148 @default.
- W2087001535 hasConceptScore W2087001535C48921125 @default.
- W2087001535 hasConceptScore W2087001535C76886044 @default.
- W2087001535 hasConceptScore W2087001535C83546350 @default.
- W2087001535 hasConceptScore W2087001535C9357733 @default.
- W2087001535 hasConceptScore W2087001535C99656134 @default.
- W2087001535 hasIssue "4" @default.
- W2087001535 hasLocation W20870015351 @default.
- W2087001535 hasOpenAccess W2087001535 @default.
- W2087001535 hasPrimaryLocation W20870015351 @default.
- W2087001535 hasRelatedWork W2018697919 @default.
- W2087001535 hasRelatedWork W2060912888 @default.
- W2087001535 hasRelatedWork W2076153483 @default.
- W2087001535 hasRelatedWork W2102417376 @default.
- W2087001535 hasRelatedWork W2325374573 @default.
- W2087001535 hasRelatedWork W2375721435 @default.
- W2087001535 hasRelatedWork W2600746833 @default.
- W2087001535 hasRelatedWork W4225151263 @default.
- W2087001535 hasRelatedWork W4240670533 @default.
- W2087001535 hasRelatedWork W4249094282 @default.
- W2087001535 hasVolume "10" @default.
- W2087001535 isParatext "false" @default.
- W2087001535 isRetracted "false" @default.
- W2087001535 magId "2087001535" @default.
- W2087001535 workType "article" @default.