Matches in SemOpenAlex for { <https://semopenalex.org/work/W4383199654> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W4383199654 endingPage "42" @default.
- W4383199654 startingPage "36" @default.
- W4383199654 abstract "A major challenge when using k-means clustering often is how to choose the parameter k, the number of clusters. In this letter, we want to point out that it is very easy to draw poor conclusions from a common heuristic, the elbow method. Better alternatives have been known in literature for a long time, and we want to draw attention to some of these easy to use options, that often perform better. This letter is a call to stop using the elbow method altogether, because it severely lacks theoretic support, and we want to encourage educators to discuss the problems of the method - if introducing it in class at all - and teach alternatives instead, while researchers and reviewers should reject conclusions drawn from the elbow method." @default.
- W4383199654 created "2023-07-06" @default.
- W4383199654 creator A5068514720 @default.
- W4383199654 date "2023-06-22" @default.
- W4383199654 modified "2023-10-16" @default.
- W4383199654 title "Stop using the elbow criterion for k-means and how to choose the number of clusters instead" @default.
- W4383199654 cites W1540089290 @default.
- W4383199654 cites W1790954942 @default.
- W4383199654 cites W1967702193 @default.
- W4383199654 cites W1973041621 @default.
- W4383199654 cites W1975152892 @default.
- W4383199654 cites W1980849679 @default.
- W4383199654 cites W1985059878 @default.
- W4383199654 cites W1987971958 @default.
- W4383199654 cites W1990368529 @default.
- W4383199654 cites W1992724796 @default.
- W4383199654 cites W1996881001 @default.
- W4383199654 cites W2006907251 @default.
- W4383199654 cites W2008427435 @default.
- W4383199654 cites W2049633694 @default.
- W4383199654 cites W2051224630 @default.
- W4383199654 cites W2053718475 @default.
- W4383199654 cites W2054274648 @default.
- W4383199654 cites W2086959852 @default.
- W4383199654 cites W2090658088 @default.
- W4383199654 cites W2097749765 @default.
- W4383199654 cites W2098515641 @default.
- W4383199654 cites W2103718624 @default.
- W4383199654 cites W2149230623 @default.
- W4383199654 cites W2168175751 @default.
- W4383199654 cites W2615533740 @default.
- W4383199654 cites W2740924709 @default.
- W4383199654 cites W2940317904 @default.
- W4383199654 cites W3110570242 @default.
- W4383199654 cites W3164387821 @default.
- W4383199654 cites W3210914715 @default.
- W4383199654 cites W4288039835 @default.
- W4383199654 cites W4297433771 @default.
- W4383199654 doi "https://doi.org/10.1145/3606274.3606278" @default.
- W4383199654 hasPublicationYear "2023" @default.
- W4383199654 type Work @default.
- W4383199654 citedByCount "3" @default.
- W4383199654 countsByYear W43831996542023 @default.
- W4383199654 crossrefType "journal-article" @default.
- W4383199654 hasAuthorship W4383199654A5068514720 @default.
- W4383199654 hasBestOaLocation W43831996542 @default.
- W4383199654 hasConcept C119857082 @default.
- W4383199654 hasConcept C141071460 @default.
- W4383199654 hasConcept C154945302 @default.
- W4383199654 hasConcept C173801870 @default.
- W4383199654 hasConcept C2522767166 @default.
- W4383199654 hasConcept C2524010 @default.
- W4383199654 hasConcept C2777212361 @default.
- W4383199654 hasConcept C2781184374 @default.
- W4383199654 hasConcept C28719098 @default.
- W4383199654 hasConcept C33923547 @default.
- W4383199654 hasConcept C41008148 @default.
- W4383199654 hasConcept C71924100 @default.
- W4383199654 hasConcept C73555534 @default.
- W4383199654 hasConceptScore W4383199654C119857082 @default.
- W4383199654 hasConceptScore W4383199654C141071460 @default.
- W4383199654 hasConceptScore W4383199654C154945302 @default.
- W4383199654 hasConceptScore W4383199654C173801870 @default.
- W4383199654 hasConceptScore W4383199654C2522767166 @default.
- W4383199654 hasConceptScore W4383199654C2524010 @default.
- W4383199654 hasConceptScore W4383199654C2777212361 @default.
- W4383199654 hasConceptScore W4383199654C2781184374 @default.
- W4383199654 hasConceptScore W4383199654C28719098 @default.
- W4383199654 hasConceptScore W4383199654C33923547 @default.
- W4383199654 hasConceptScore W4383199654C41008148 @default.
- W4383199654 hasConceptScore W4383199654C71924100 @default.
- W4383199654 hasConceptScore W4383199654C73555534 @default.
- W4383199654 hasIssue "1" @default.
- W4383199654 hasLocation W43831996541 @default.
- W4383199654 hasLocation W43831996542 @default.
- W4383199654 hasOpenAccess W4383199654 @default.
- W4383199654 hasPrimaryLocation W43831996541 @default.
- W4383199654 hasRelatedWork W2961085424 @default.
- W4383199654 hasRelatedWork W3046775127 @default.
- W4383199654 hasRelatedWork W3170094116 @default.
- W4383199654 hasRelatedWork W4205958290 @default.
- W4383199654 hasRelatedWork W4285260836 @default.
- W4383199654 hasRelatedWork W4286629047 @default.
- W4383199654 hasRelatedWork W4306321456 @default.
- W4383199654 hasRelatedWork W4306674287 @default.
- W4383199654 hasRelatedWork W4386462264 @default.
- W4383199654 hasRelatedWork W4224009465 @default.
- W4383199654 hasVolume "25" @default.
- W4383199654 isParatext "false" @default.
- W4383199654 isRetracted "false" @default.
- W4383199654 workType "article" @default.