Matches in SemOpenAlex for { <https://semopenalex.org/work/W2362029654> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W2362029654 abstract "We propose a new clustering algorithm that assists the researchers to quickly and accurately analyze data. We call this algorithm Combined Density-based and Constraint-based Algorithm (CDC). CDC consists of two phases. In the first phase, CDC employs the idea of density-based clustering algorithm to split the original data into a number of fragmented clusters. At the same time, CDC cuts off the noises and outliers. In the second phase, CDC employs the concept of K-means clustering algorithm to select a greater cluster to be the center. Then, the greater cluster merges some smaller clusters which satisfy some constraint rules. Due to the merged clusters around the center cluster, the clustering results show high accuracy. Moreover, CDC reduces the calculations and speeds up the clustering process. In this paper, the accuracy of CDC is evaluated and compared with those of K-means, hierarchical clustering, and the genetic clustering algorithm (GCA) proposed in 2004. Experimental results show that CDC has better performance." @default.
- W2362029654 created "2016-06-24" @default.
- W2362029654 creator A5080627463 @default.
- W2362029654 date "2006-01-01" @default.
- W2362029654 modified "2023-09-27" @default.
- W2362029654 title "Combined Density-based and Constraint-based Algorithm for Clustering" @default.
- W2362029654 hasPublicationYear "2006" @default.
- W2362029654 type Work @default.
- W2362029654 sameAs 2362029654 @default.
- W2362029654 citedByCount "0" @default.
- W2362029654 crossrefType "journal-article" @default.
- W2362029654 hasAuthorship W2362029654A5080627463 @default.
- W2362029654 hasConcept C104047586 @default.
- W2362029654 hasConcept C11413529 @default.
- W2362029654 hasConcept C115328559 @default.
- W2362029654 hasConcept C124101348 @default.
- W2362029654 hasConcept C149872217 @default.
- W2362029654 hasConcept C154945302 @default.
- W2362029654 hasConcept C164866538 @default.
- W2362029654 hasConcept C199360897 @default.
- W2362029654 hasConcept C22648726 @default.
- W2362029654 hasConcept C2524010 @default.
- W2362029654 hasConcept C2776036281 @default.
- W2362029654 hasConcept C33704608 @default.
- W2362029654 hasConcept C33923547 @default.
- W2362029654 hasConcept C41008148 @default.
- W2362029654 hasConcept C73555534 @default.
- W2362029654 hasConcept C79337645 @default.
- W2362029654 hasConcept C94641424 @default.
- W2362029654 hasConceptScore W2362029654C104047586 @default.
- W2362029654 hasConceptScore W2362029654C11413529 @default.
- W2362029654 hasConceptScore W2362029654C115328559 @default.
- W2362029654 hasConceptScore W2362029654C124101348 @default.
- W2362029654 hasConceptScore W2362029654C149872217 @default.
- W2362029654 hasConceptScore W2362029654C154945302 @default.
- W2362029654 hasConceptScore W2362029654C164866538 @default.
- W2362029654 hasConceptScore W2362029654C199360897 @default.
- W2362029654 hasConceptScore W2362029654C22648726 @default.
- W2362029654 hasConceptScore W2362029654C2524010 @default.
- W2362029654 hasConceptScore W2362029654C2776036281 @default.
- W2362029654 hasConceptScore W2362029654C33704608 @default.
- W2362029654 hasConceptScore W2362029654C33923547 @default.
- W2362029654 hasConceptScore W2362029654C41008148 @default.
- W2362029654 hasConceptScore W2362029654C73555534 @default.
- W2362029654 hasConceptScore W2362029654C79337645 @default.
- W2362029654 hasConceptScore W2362029654C94641424 @default.
- W2362029654 hasLocation W23620296541 @default.
- W2362029654 hasOpenAccess W2362029654 @default.
- W2362029654 hasPrimaryLocation W23620296541 @default.
- W2362029654 hasRelatedWork W1547125942 @default.
- W2362029654 hasRelatedWork W1991611752 @default.
- W2362029654 hasRelatedWork W2022114840 @default.
- W2362029654 hasRelatedWork W2032750766 @default.
- W2362029654 hasRelatedWork W2033740067 @default.
- W2362029654 hasRelatedWork W2170341442 @default.
- W2362029654 hasRelatedWork W2347830642 @default.
- W2362029654 hasRelatedWork W2354228149 @default.
- W2362029654 hasRelatedWork W2369442116 @default.
- W2362029654 hasRelatedWork W2374075850 @default.
- W2362029654 hasRelatedWork W2388500782 @default.
- W2362029654 hasRelatedWork W2625388113 @default.
- W2362029654 hasRelatedWork W2809813670 @default.
- W2362029654 hasRelatedWork W2996812652 @default.
- W2362029654 hasRelatedWork W3071522575 @default.
- W2362029654 hasRelatedWork W3161182202 @default.
- W2362029654 hasRelatedWork W3177244355 @default.
- W2362029654 hasRelatedWork W3196184351 @default.
- W2362029654 hasRelatedWork W3198433494 @default.
- W2362029654 hasRelatedWork W6839859 @default.
- W2362029654 isParatext "false" @default.
- W2362029654 isRetracted "false" @default.
- W2362029654 magId "2362029654" @default.
- W2362029654 workType "article" @default.