Matches in SemOpenAlex for { <https://semopenalex.org/work/W2897082916> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W2897082916 endingPage "964" @default.
- W2897082916 startingPage "956" @default.
- W2897082916 abstract "Representing the positive, possible, and boundary regions of clusters, rough set-based C -means clustering methods, such as generalized rough C -means (GRCM) and rough set C -means (RSCM), are promising for analyzing vague cluster shapes and realizing reliable classification. In this study, we consider rough set-based clustering approaches that utilize probabilistic memberships as variants of GRCM and RSCM, including π generalized rough C -means (πGRCM), π rough set C -means (πRSCM), and rough membership C -means (RMCM). πGRCM and πRSCM assign equal probabilities of cluster belonging according to Laplace’s principle of indifference, whereas RMCM assigns the probabilities according to rough memberships, which represent conditional probabilities based on the object’s neighborhood derived from a binary relation. In addition, we discuss the theoretical validity of our RMCM approach and compare it with other methods considered in this study. Furthermore, we conducted numerical experiments for evaluating the classification performances of the abovementioned methods. Based on our experimental results, the methods were found to be effective." @default.
- W2897082916 created "2018-10-26" @default.
- W2897082916 creator A5019883502 @default.
- W2897082916 creator A5065073668 @default.
- W2897082916 creator A5068927261 @default.
- W2897082916 creator A5088522517 @default.
- W2897082916 date "2018-10-20" @default.
- W2897082916 modified "2023-09-24" @default.
- W2897082916 title "Rough Set-Based Clustering Utilizing Probabilistic Memberships" @default.
- W2897082916 cites W1507409649 @default.
- W2897082916 cites W1596070007 @default.
- W2897082916 cites W1987149779 @default.
- W2897082916 cites W1990368529 @default.
- W2897082916 cites W2010194706 @default.
- W2897082916 cites W2048404808 @default.
- W2897082916 cites W2068033140 @default.
- W2897082916 cites W2069145766 @default.
- W2897082916 cites W2103535650 @default.
- W2897082916 cites W2113076747 @default.
- W2897082916 cites W2115077250 @default.
- W2897082916 cites W2116442055 @default.
- W2897082916 cites W2125836384 @default.
- W2897082916 cites W2158633287 @default.
- W2897082916 cites W2540648291 @default.
- W2897082916 cites W2566563476 @default.
- W2897082916 cites W2577269998 @default.
- W2897082916 cites W2883819939 @default.
- W2897082916 cites W2912707296 @default.
- W2897082916 cites W2990482619 @default.
- W2897082916 cites W4255833381 @default.
- W2897082916 doi "https://doi.org/10.20965/jaciii.2018.p0956" @default.
- W2897082916 hasPublicationYear "2018" @default.
- W2897082916 type Work @default.
- W2897082916 sameAs 2897082916 @default.
- W2897082916 citedByCount "7" @default.
- W2897082916 countsByYear W28970829162019 @default.
- W2897082916 countsByYear W28970829162020 @default.
- W2897082916 countsByYear W28970829162021 @default.
- W2897082916 countsByYear W28970829162022 @default.
- W2897082916 crossrefType "journal-article" @default.
- W2897082916 hasAuthorship W2897082916A5019883502 @default.
- W2897082916 hasAuthorship W2897082916A5065073668 @default.
- W2897082916 hasAuthorship W2897082916A5068927261 @default.
- W2897082916 hasAuthorship W2897082916A5088522517 @default.
- W2897082916 hasBestOaLocation W28970829161 @default.
- W2897082916 hasConcept C111012933 @default.
- W2897082916 hasConcept C134306372 @default.
- W2897082916 hasConcept C153180895 @default.
- W2897082916 hasConcept C154945302 @default.
- W2897082916 hasConcept C177264268 @default.
- W2897082916 hasConcept C199360897 @default.
- W2897082916 hasConcept C2781238097 @default.
- W2897082916 hasConcept C33923547 @default.
- W2897082916 hasConcept C41008148 @default.
- W2897082916 hasConcept C49937458 @default.
- W2897082916 hasConcept C62354387 @default.
- W2897082916 hasConcept C73555534 @default.
- W2897082916 hasConceptScore W2897082916C111012933 @default.
- W2897082916 hasConceptScore W2897082916C134306372 @default.
- W2897082916 hasConceptScore W2897082916C153180895 @default.
- W2897082916 hasConceptScore W2897082916C154945302 @default.
- W2897082916 hasConceptScore W2897082916C177264268 @default.
- W2897082916 hasConceptScore W2897082916C199360897 @default.
- W2897082916 hasConceptScore W2897082916C2781238097 @default.
- W2897082916 hasConceptScore W2897082916C33923547 @default.
- W2897082916 hasConceptScore W2897082916C41008148 @default.
- W2897082916 hasConceptScore W2897082916C49937458 @default.
- W2897082916 hasConceptScore W2897082916C62354387 @default.
- W2897082916 hasConceptScore W2897082916C73555534 @default.
- W2897082916 hasIssue "6" @default.
- W2897082916 hasLocation W28970829161 @default.
- W2897082916 hasOpenAccess W2897082916 @default.
- W2897082916 hasPrimaryLocation W28970829161 @default.
- W2897082916 hasRelatedWork W1575659177 @default.
- W2897082916 hasRelatedWork W1586946610 @default.
- W2897082916 hasRelatedWork W1999627569 @default.
- W2897082916 hasRelatedWork W2044215346 @default.
- W2897082916 hasRelatedWork W2119937090 @default.
- W2897082916 hasRelatedWork W2176142828 @default.
- W2897082916 hasRelatedWork W2355069055 @default.
- W2897082916 hasRelatedWork W2411187089 @default.
- W2897082916 hasRelatedWork W2536452361 @default.
- W2897082916 hasRelatedWork W4290792893 @default.
- W2897082916 hasVolume "22" @default.
- W2897082916 isParatext "false" @default.
- W2897082916 isRetracted "false" @default.
- W2897082916 magId "2897082916" @default.
- W2897082916 workType "article" @default.