Matches in SemOpenAlex for { <https://semopenalex.org/work/W2759232806> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W2759232806 abstract "Unitary clustering algorithm, not well adapted for fuzzy medical data sets, may result in low clustering accuracy and other problems. This paper investigates and compares the effects of various clustering methods to achieve improvements. First, unitary clustering algorithms such as k-means, FANNY, FCM, and etc. are achieved, then FCM algorithm was improved into CFCM algorithm, which increases the accuracy to a certain extent. Second, on this basis, in order to better adapt to the diversity of characteristics of fuzzy medical data, weighted co-association matrix is adopted to achieve integration, and consistency function is designed to present a fuzzy clustering ensemble algorithm. Finally, experiments shows that the Fuzzy Clustering Ensemble Algorithm can solve the problem of low accuracy in unitary clustering algorithm with higher stability, accuracy and robustness." @default.
- W2759232806 created "2017-10-06" @default.
- W2759232806 creator A5012677271 @default.
- W2759232806 creator A5031851809 @default.
- W2759232806 creator A5032817846 @default.
- W2759232806 creator A5044785404 @default.
- W2759232806 creator A5086151419 @default.
- W2759232806 date "2017-09-27" @default.
- W2759232806 modified "2023-09-25" @default.
- W2759232806 title "A Study of Fuzzy Clustering Ensemble Algorithm Focusing on Medical Data Analysis" @default.
- W2759232806 doi "https://doi.org/10.1007/978-981-10-3187-8_37" @default.
- W2759232806 hasPublicationYear "2017" @default.
- W2759232806 type Work @default.
- W2759232806 sameAs 2759232806 @default.
- W2759232806 citedByCount "1" @default.
- W2759232806 countsByYear W27592328062018 @default.
- W2759232806 crossrefType "book-chapter" @default.
- W2759232806 hasAuthorship W2759232806A5012677271 @default.
- W2759232806 hasAuthorship W2759232806A5031851809 @default.
- W2759232806 hasAuthorship W2759232806A5032817846 @default.
- W2759232806 hasAuthorship W2759232806A5044785404 @default.
- W2759232806 hasAuthorship W2759232806A5086151419 @default.
- W2759232806 hasConcept C104047586 @default.
- W2759232806 hasConcept C11413529 @default.
- W2759232806 hasConcept C124101348 @default.
- W2759232806 hasConcept C153180895 @default.
- W2759232806 hasConcept C154945302 @default.
- W2759232806 hasConcept C17212007 @default.
- W2759232806 hasConcept C33704608 @default.
- W2759232806 hasConcept C33923547 @default.
- W2759232806 hasConcept C41008148 @default.
- W2759232806 hasConcept C73555534 @default.
- W2759232806 hasConcept C94641424 @default.
- W2759232806 hasConceptScore W2759232806C104047586 @default.
- W2759232806 hasConceptScore W2759232806C11413529 @default.
- W2759232806 hasConceptScore W2759232806C124101348 @default.
- W2759232806 hasConceptScore W2759232806C153180895 @default.
- W2759232806 hasConceptScore W2759232806C154945302 @default.
- W2759232806 hasConceptScore W2759232806C17212007 @default.
- W2759232806 hasConceptScore W2759232806C33704608 @default.
- W2759232806 hasConceptScore W2759232806C33923547 @default.
- W2759232806 hasConceptScore W2759232806C41008148 @default.
- W2759232806 hasConceptScore W2759232806C73555534 @default.
- W2759232806 hasConceptScore W2759232806C94641424 @default.
- W2759232806 hasLocation W27592328061 @default.
- W2759232806 hasOpenAccess W2759232806 @default.
- W2759232806 hasPrimaryLocation W27592328061 @default.
- W2759232806 hasRelatedWork W1995211832 @default.
- W2759232806 hasRelatedWork W2012262742 @default.
- W2759232806 hasRelatedWork W2056155325 @default.
- W2759232806 hasRelatedWork W2070591821 @default.
- W2759232806 hasRelatedWork W2081989312 @default.
- W2759232806 hasRelatedWork W2123738656 @default.
- W2759232806 hasRelatedWork W2133761440 @default.
- W2759232806 hasRelatedWork W2138762030 @default.
- W2759232806 hasRelatedWork W2144746924 @default.
- W2759232806 hasRelatedWork W2355519805 @default.
- W2759232806 hasRelatedWork W2362783828 @default.
- W2759232806 hasRelatedWork W2369882022 @default.
- W2759232806 hasRelatedWork W2384910139 @default.
- W2759232806 hasRelatedWork W2386061270 @default.
- W2759232806 hasRelatedWork W2388754190 @default.
- W2759232806 hasRelatedWork W2546209693 @default.
- W2759232806 hasRelatedWork W2621175968 @default.
- W2759232806 hasRelatedWork W2945714619 @default.
- W2759232806 hasRelatedWork W3038456932 @default.
- W2759232806 hasRelatedWork W2103983655 @default.
- W2759232806 isParatext "false" @default.
- W2759232806 isRetracted "false" @default.
- W2759232806 magId "2759232806" @default.
- W2759232806 workType "book-chapter" @default.