Matches in SemOpenAlex for { <https://semopenalex.org/work/W90763689> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W90763689 abstract "In this paper, we design the hybrid clustering algorithms, which involve two level clustering. At each of the levels, users can select the k-means, hierarchical or SOM clustering techniques. Unlike the existing cluster analysis techniques, the hybrid clustering approach developed here represents the original data set using a smaller set of prototype vectors (cluster means), which allows efficient use of a clustering algorithm to divide the prototype into groups at the first level. Since the clustering at the first level provides data abstraction first, it reduces the number of samples for the second level clustering. The reduction of the number of samples, hence, the reduction of computational cost is especially important when hierarchical clustering is used in the second stage. The prototypes clustered at the first level are local averages of the data and therefore less sensitive to random variations than the original data. The empirical evaluation of the two-level hybrid clustering algorithms is made at four data sets" @default.
- W90763689 created "2016-06-24" @default.
- W90763689 creator A5018208772 @default.
- W90763689 creator A5027208445 @default.
- W90763689 creator A5037131282 @default.
- W90763689 date "2004-01-01" @default.
- W90763689 modified "2023-09-26" @default.
- W90763689 title "On the Two-level Hybrid Clustering Algorithm" @default.
- W90763689 cites W179029813 @default.
- W90763689 cites W2127218421 @default.
- W90763689 cites W2798543290 @default.
- W90763689 hasPublicationYear "2004" @default.
- W90763689 type Work @default.
- W90763689 sameAs 90763689 @default.
- W90763689 citedByCount "14" @default.
- W90763689 countsByYear W907636892013 @default.
- W90763689 countsByYear W907636892016 @default.
- W90763689 countsByYear W907636892019 @default.
- W90763689 crossrefType "journal-article" @default.
- W90763689 hasAuthorship W90763689A5018208772 @default.
- W90763689 hasAuthorship W90763689A5027208445 @default.
- W90763689 hasAuthorship W90763689A5037131282 @default.
- W90763689 hasConcept C104047586 @default.
- W90763689 hasConcept C111335779 @default.
- W90763689 hasConcept C11413529 @default.
- W90763689 hasConcept C124101348 @default.
- W90763689 hasConcept C149872217 @default.
- W90763689 hasConcept C154945302 @default.
- W90763689 hasConcept C17212007 @default.
- W90763689 hasConcept C193143536 @default.
- W90763689 hasConcept C22648726 @default.
- W90763689 hasConcept C23822008 @default.
- W90763689 hasConcept C2524010 @default.
- W90763689 hasConcept C27964816 @default.
- W90763689 hasConcept C33704608 @default.
- W90763689 hasConcept C33923547 @default.
- W90763689 hasConcept C41008148 @default.
- W90763689 hasConcept C73555534 @default.
- W90763689 hasConcept C92835128 @default.
- W90763689 hasConcept C94641424 @default.
- W90763689 hasConceptScore W90763689C104047586 @default.
- W90763689 hasConceptScore W90763689C111335779 @default.
- W90763689 hasConceptScore W90763689C11413529 @default.
- W90763689 hasConceptScore W90763689C124101348 @default.
- W90763689 hasConceptScore W90763689C149872217 @default.
- W90763689 hasConceptScore W90763689C154945302 @default.
- W90763689 hasConceptScore W90763689C17212007 @default.
- W90763689 hasConceptScore W90763689C193143536 @default.
- W90763689 hasConceptScore W90763689C22648726 @default.
- W90763689 hasConceptScore W90763689C23822008 @default.
- W90763689 hasConceptScore W90763689C2524010 @default.
- W90763689 hasConceptScore W90763689C27964816 @default.
- W90763689 hasConceptScore W90763689C33704608 @default.
- W90763689 hasConceptScore W90763689C33923547 @default.
- W90763689 hasConceptScore W90763689C41008148 @default.
- W90763689 hasConceptScore W90763689C73555534 @default.
- W90763689 hasConceptScore W90763689C92835128 @default.
- W90763689 hasConceptScore W90763689C94641424 @default.
- W90763689 hasLocation W907636891 @default.
- W90763689 hasOpenAccess W90763689 @default.
- W90763689 hasPrimaryLocation W907636891 @default.
- W90763689 hasRelatedWork W1651093245 @default.
- W90763689 hasRelatedWork W1673310716 @default.
- W90763689 hasRelatedWork W1979089718 @default.
- W90763689 hasRelatedWork W1992419399 @default.
- W90763689 hasRelatedWork W2120498775 @default.
- W90763689 hasRelatedWork W2183358946 @default.
- W90763689 hasRelatedWork W2188745039 @default.
- W90763689 hasRelatedWork W2384052049 @default.
- W90763689 hasRelatedWork W2399495295 @default.
- W90763689 hasRelatedWork W2551482053 @default.
- W90763689 hasRelatedWork W2770741777 @default.
- W90763689 hasRelatedWork W2785004177 @default.
- W90763689 hasRelatedWork W2964194803 @default.
- W90763689 hasRelatedWork W2993907049 @default.
- W90763689 hasRelatedWork W3021534933 @default.
- W90763689 hasRelatedWork W3093293392 @default.
- W90763689 hasRelatedWork W2406185607 @default.
- W90763689 hasRelatedWork W2833499917 @default.
- W90763689 hasRelatedWork W2958577486 @default.
- W90763689 hasRelatedWork W3113037392 @default.
- W90763689 isParatext "false" @default.
- W90763689 isRetracted "false" @default.
- W90763689 magId "90763689" @default.
- W90763689 workType "article" @default.