Matches in SemOpenAlex for { <https://semopenalex.org/work/W4220790596> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W4220790596 abstract "Clustering has been widely used for data pre-processing, mining, and analysis. The k-means clustering algorithm is commonly used because of its simplicity and flexibility to work in many real-life applications and services. Despite being commonly used, the k-means algorithm suffers from non-deterministic results and run times that greatly vary depending on the initial selection of cluster centroids. To improve the k-means algorithm, we present in this paper a border k-means clustering algorithm. It combines concepts from the k-means algorithm with an additional focus on the concepts of the borders dividing clusters. Consequently, the resulting border k-means algorithm leads to deterministic results and a great reduction in run time when compared with the traditional k-means algorithm." @default.
- W4220790596 created "2022-04-03" @default.
- W4220790596 creator A5020109673 @default.
- W4220790596 creator A5023293231 @default.
- W4220790596 creator A5027033598 @default.
- W4220790596 creator A5058776629 @default.
- W4220790596 date "2022-01-01" @default.
- W4220790596 modified "2023-10-18" @default.
- W4220790596 title "The Border K-Means Clustering Algorithm for One Dimensional Data" @default.
- W4220790596 doi "https://doi.org/10.1109/bigcomp54360.2022.00017" @default.
- W4220790596 hasPublicationYear "2022" @default.
- W4220790596 type Work @default.
- W4220790596 citedByCount "16" @default.
- W4220790596 countsByYear W42207905962022 @default.
- W4220790596 countsByYear W42207905962023 @default.
- W4220790596 crossrefType "proceedings-article" @default.
- W4220790596 hasAuthorship W4220790596A5020109673 @default.
- W4220790596 hasAuthorship W4220790596A5023293231 @default.
- W4220790596 hasAuthorship W4220790596A5027033598 @default.
- W4220790596 hasAuthorship W4220790596A5058776629 @default.
- W4220790596 hasConcept C104047586 @default.
- W4220790596 hasConcept C105795698 @default.
- W4220790596 hasConcept C106516650 @default.
- W4220790596 hasConcept C11413529 @default.
- W4220790596 hasConcept C120665830 @default.
- W4220790596 hasConcept C121332964 @default.
- W4220790596 hasConcept C124101348 @default.
- W4220790596 hasConcept C146599234 @default.
- W4220790596 hasConcept C154945302 @default.
- W4220790596 hasConcept C164866538 @default.
- W4220790596 hasConcept C192209626 @default.
- W4220790596 hasConcept C193143536 @default.
- W4220790596 hasConcept C199360897 @default.
- W4220790596 hasConcept C2780598303 @default.
- W4220790596 hasConcept C33704608 @default.
- W4220790596 hasConcept C33923547 @default.
- W4220790596 hasConcept C41008148 @default.
- W4220790596 hasConcept C73555534 @default.
- W4220790596 hasConcept C94641424 @default.
- W4220790596 hasConceptScore W4220790596C104047586 @default.
- W4220790596 hasConceptScore W4220790596C105795698 @default.
- W4220790596 hasConceptScore W4220790596C106516650 @default.
- W4220790596 hasConceptScore W4220790596C11413529 @default.
- W4220790596 hasConceptScore W4220790596C120665830 @default.
- W4220790596 hasConceptScore W4220790596C121332964 @default.
- W4220790596 hasConceptScore W4220790596C124101348 @default.
- W4220790596 hasConceptScore W4220790596C146599234 @default.
- W4220790596 hasConceptScore W4220790596C154945302 @default.
- W4220790596 hasConceptScore W4220790596C164866538 @default.
- W4220790596 hasConceptScore W4220790596C192209626 @default.
- W4220790596 hasConceptScore W4220790596C193143536 @default.
- W4220790596 hasConceptScore W4220790596C199360897 @default.
- W4220790596 hasConceptScore W4220790596C2780598303 @default.
- W4220790596 hasConceptScore W4220790596C33704608 @default.
- W4220790596 hasConceptScore W4220790596C33923547 @default.
- W4220790596 hasConceptScore W4220790596C41008148 @default.
- W4220790596 hasConceptScore W4220790596C73555534 @default.
- W4220790596 hasConceptScore W4220790596C94641424 @default.
- W4220790596 hasLocation W42207905961 @default.
- W4220790596 hasOpenAccess W4220790596 @default.
- W4220790596 hasPrimaryLocation W42207905961 @default.
- W4220790596 hasRelatedWork W2036503911 @default.
- W4220790596 hasRelatedWork W2163563073 @default.
- W4220790596 hasRelatedWork W2181939267 @default.
- W4220790596 hasRelatedWork W2355328234 @default.
- W4220790596 hasRelatedWork W2357149509 @default.
- W4220790596 hasRelatedWork W2362911195 @default.
- W4220790596 hasRelatedWork W2376783642 @default.
- W4220790596 hasRelatedWork W2970954390 @default.
- W4220790596 hasRelatedWork W3168768270 @default.
- W4220790596 hasRelatedWork W37188521 @default.
- W4220790596 isParatext "false" @default.
- W4220790596 isRetracted "false" @default.
- W4220790596 workType "article" @default.