Matches in SemOpenAlex for { <https://semopenalex.org/work/W878134313> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W878134313 endingPage "14" @default.
- W878134313 startingPage "1" @default.
- W878134313 abstract "Case-based reasoning (CBR) is one of the most widely applied data mining techniques and has proven its effectiveness in various domains. Since CBR is basically based on k-Nearest Neighbors (NN) method, the value of k affects the performance of CBR model directly. Once the value of k is set, it is fixed for the lifetime of the CBR model. However, if the value is set greater or smaller than the optimal value, the performance of CBR model will be deteriorated. In this research, we propose a new method of composing the NN set using similarity scores as themselves, which we shall call s-NN method, rather than using the fixed value of k. In the s-NN method, the different number of nearest neighbors can be selected for each new case. Performance evaluation using the data from UCI Machine Learning Repository shows that the CBR model adopting the s-NN method outperforms the CBR model adopting the traditional k-NN method." @default.
- W878134313 created "2016-06-24" @default.
- W878134313 creator A5003298540 @default.
- W878134313 creator A5064306976 @default.
- W878134313 date "2007-01-01" @default.
- W878134313 modified "2023-09-23" @default.
- W878134313 title "Formation of Nearest Neighbors Set Based on Similarity Threshold" @default.
- W878134313 hasPublicationYear "2007" @default.
- W878134313 type Work @default.
- W878134313 sameAs 878134313 @default.
- W878134313 citedByCount "0" @default.
- W878134313 crossrefType "journal-article" @default.
- W878134313 hasAuthorship W878134313A5003298540 @default.
- W878134313 hasAuthorship W878134313A5064306976 @default.
- W878134313 hasConcept C103278499 @default.
- W878134313 hasConcept C113238511 @default.
- W878134313 hasConcept C115961682 @default.
- W878134313 hasConcept C119857082 @default.
- W878134313 hasConcept C124101348 @default.
- W878134313 hasConcept C153180895 @default.
- W878134313 hasConcept C154945302 @default.
- W878134313 hasConcept C177264268 @default.
- W878134313 hasConcept C199360897 @default.
- W878134313 hasConcept C20162079 @default.
- W878134313 hasConcept C2776291640 @default.
- W878134313 hasConcept C41008148 @default.
- W878134313 hasConcept C58489278 @default.
- W878134313 hasConceptScore W878134313C103278499 @default.
- W878134313 hasConceptScore W878134313C113238511 @default.
- W878134313 hasConceptScore W878134313C115961682 @default.
- W878134313 hasConceptScore W878134313C119857082 @default.
- W878134313 hasConceptScore W878134313C124101348 @default.
- W878134313 hasConceptScore W878134313C153180895 @default.
- W878134313 hasConceptScore W878134313C154945302 @default.
- W878134313 hasConceptScore W878134313C177264268 @default.
- W878134313 hasConceptScore W878134313C199360897 @default.
- W878134313 hasConceptScore W878134313C20162079 @default.
- W878134313 hasConceptScore W878134313C2776291640 @default.
- W878134313 hasConceptScore W878134313C41008148 @default.
- W878134313 hasConceptScore W878134313C58489278 @default.
- W878134313 hasIssue "2" @default.
- W878134313 hasLocation W8781343131 @default.
- W878134313 hasOpenAccess W878134313 @default.
- W878134313 hasPrimaryLocation W8781343131 @default.
- W878134313 hasRelatedWork W1530059074 @default.
- W878134313 hasRelatedWork W1534073943 @default.
- W878134313 hasRelatedWork W1545318438 @default.
- W878134313 hasRelatedWork W1587400186 @default.
- W878134313 hasRelatedWork W1600862918 @default.
- W878134313 hasRelatedWork W2004656598 @default.
- W878134313 hasRelatedWork W2006327656 @default.
- W878134313 hasRelatedWork W2078876073 @default.
- W878134313 hasRelatedWork W2096189890 @default.
- W878134313 hasRelatedWork W2106673546 @default.
- W878134313 hasRelatedWork W2129899269 @default.
- W878134313 hasRelatedWork W2248269543 @default.
- W878134313 hasRelatedWork W2348828692 @default.
- W878134313 hasRelatedWork W2416850304 @default.
- W878134313 hasRelatedWork W2892052315 @default.
- W878134313 hasRelatedWork W2912424046 @default.
- W878134313 hasRelatedWork W2972455845 @default.
- W878134313 hasRelatedWork W3006986403 @default.
- W878134313 hasRelatedWork W3206344145 @default.
- W878134313 hasRelatedWork W67913410 @default.
- W878134313 hasVolume "13" @default.
- W878134313 isParatext "false" @default.
- W878134313 isRetracted "false" @default.
- W878134313 magId "878134313" @default.
- W878134313 workType "article" @default.