Matches in SemOpenAlex for { <https://semopenalex.org/work/W2912542774> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W2912542774 endingPage "58" @default.
- W2912542774 startingPage "54" @default.
- W2912542774 abstract "The need of high quality clustering is very important in the modern era of information processing. Clustering is one of the most important data analysis methods and the k-means clustering is commonly used for diverse applications. Despite its simplicity and ease of implementation, the k-means algorithm is computationally expensive and the quality of clusters is determined by the random choice of initial centroids. Different methods were proposed for improving the accuracy and efficiency of the k-means algorithm. In this paper, we propose a new approach that improves the accuracy of clustering microarray based gene expression data sets. In the proposed method, the initial centroids are determined by using the Red Black Tree and an improved heuristic approach is used to assign the data items to the nearest centroids. Experimental results show that the proposed algorithm performs better than other existing algorithms." @default.
- W2912542774 created "2019-02-21" @default.
- W2912542774 creator A5019106542 @default.
- W2912542774 creator A5071437710 @default.
- W2912542774 date "2012-09-27" @default.
- W2912542774 modified "2023-09-26" @default.
- W2912542774 title "Microarray Gene Expression Data Clustering Using Red Black Tree Based K-Means Algorithm" @default.
- W2912542774 doi "https://doi.org/10.24297/ijmit.v1i3.1428" @default.
- W2912542774 hasPublicationYear "2012" @default.
- W2912542774 type Work @default.
- W2912542774 sameAs 2912542774 @default.
- W2912542774 citedByCount "2" @default.
- W2912542774 countsByYear W29125427742019 @default.
- W2912542774 countsByYear W29125427742023 @default.
- W2912542774 crossrefType "journal-article" @default.
- W2912542774 hasAuthorship W2912542774A5019106542 @default.
- W2912542774 hasAuthorship W2912542774A5071437710 @default.
- W2912542774 hasBestOaLocation W29125427741 @default.
- W2912542774 hasConcept C113174947 @default.
- W2912542774 hasConcept C11413529 @default.
- W2912542774 hasConcept C124101348 @default.
- W2912542774 hasConcept C134306372 @default.
- W2912542774 hasConcept C140745168 @default.
- W2912542774 hasConcept C146599234 @default.
- W2912542774 hasConcept C154945302 @default.
- W2912542774 hasConcept C173801870 @default.
- W2912542774 hasConcept C33704608 @default.
- W2912542774 hasConcept C33721204 @default.
- W2912542774 hasConcept C33923547 @default.
- W2912542774 hasConcept C41008148 @default.
- W2912542774 hasConcept C73555534 @default.
- W2912542774 hasConcept C94641424 @default.
- W2912542774 hasConceptScore W2912542774C113174947 @default.
- W2912542774 hasConceptScore W2912542774C11413529 @default.
- W2912542774 hasConceptScore W2912542774C124101348 @default.
- W2912542774 hasConceptScore W2912542774C134306372 @default.
- W2912542774 hasConceptScore W2912542774C140745168 @default.
- W2912542774 hasConceptScore W2912542774C146599234 @default.
- W2912542774 hasConceptScore W2912542774C154945302 @default.
- W2912542774 hasConceptScore W2912542774C173801870 @default.
- W2912542774 hasConceptScore W2912542774C33704608 @default.
- W2912542774 hasConceptScore W2912542774C33721204 @default.
- W2912542774 hasConceptScore W2912542774C33923547 @default.
- W2912542774 hasConceptScore W2912542774C41008148 @default.
- W2912542774 hasConceptScore W2912542774C73555534 @default.
- W2912542774 hasConceptScore W2912542774C94641424 @default.
- W2912542774 hasIssue "3" @default.
- W2912542774 hasLocation W29125427741 @default.
- W2912542774 hasOpenAccess W2912542774 @default.
- W2912542774 hasPrimaryLocation W29125427741 @default.
- W2912542774 hasRelatedWork W1926736923 @default.
- W2912542774 hasRelatedWork W2017920586 @default.
- W2912542774 hasRelatedWork W2076447551 @default.
- W2912542774 hasRelatedWork W2151036524 @default.
- W2912542774 hasRelatedWork W2953024232 @default.
- W2912542774 hasRelatedWork W3008552679 @default.
- W2912542774 hasRelatedWork W3160572928 @default.
- W2912542774 hasRelatedWork W3208326136 @default.
- W2912542774 hasRelatedWork W4301079385 @default.
- W2912542774 hasRelatedWork W2409851322 @default.
- W2912542774 hasVolume "1" @default.
- W2912542774 isParatext "false" @default.
- W2912542774 isRetracted "false" @default.
- W2912542774 magId "2912542774" @default.
- W2912542774 workType "article" @default.