FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2912993152> ?p ?o ?g. }

• W2912993152 endingPage "71" @default.
• W2912993152 startingPage "59" @default.
• W2912993152 abstract "Fuzzy C-means (FCM) clustering has been widely applied in various data-driven applications. While traditional FCM clustering algorithms handle uncertainty with type-2 Fuzzy Sets (T2 FSs), the recently-proposed intuitionistic fuzzy sets (IFSs) have shown advantages for describing vague and uncertain data by taking both membership degree and non-membership degree into account. However, intuitionistic fuzzy C-means (IFCM) algorithms generally do not take the importance of individual attributes and the structure of the data into account, when multi-modal and imbalanced features are involved in an application. Therefore, in this paper, we propose to address this issue of IFCM with multi-kernel mapping. First, different types of features are grouped. Second, a composite kernel is constructed to map each attribute group into an individual kernel space and to linearly combine these kernels with optimimal weights. Comprehensive experiments have been conducted on a wide range of datasets, such as machine learning repository (UCI) dataset, fabric dataset, hyperspectral imaging classification and MRI brain images segmentation to demonstrate the superior performance of the proposed clustering algorithm in comparison with the state-of-the-art in the field." @default.
• W2912993152 created "2019-02-21" @default.
• W2912993152 creator A5038865738 @default.
• W2912993152 creator A5057762207 @default.
• W2912993152 creator A5068891693 @default.
• W2912993152 creator A5078315542 @default.
• W2912993152 creator A5085701673 @default.
• W2912993152 date "2019-03-01" @default.
• W2912993152 modified "2023-09-23" @default.
• W2912993152 title "A study on multi-kernel intuitionistic fuzzy C-means clustering with multiple attributes" @default.
• W2912993152 cites W1648123822 @default.
• W2912993152 cites W1965126626 @default.
• W2912993152 cites W1980564456 @default.
• W2912993152 cites W1986303633 @default.
• W2912993152 cites W1989907351 @default.
• W2912993152 cites W1992147426 @default.
• W2912993152 cites W2001671710 @default.
• W2912993152 cites W2007861510 @default.
• W2912993152 cites W2008185823 @default.
• W2912993152 cites W2008708211 @default.
• W2912993152 cites W2046803845 @default.
• W2912993152 cites W2051854724 @default.
• W2912993152 cites W2071300659 @default.
• W2912993152 cites W2081549451 @default.
• W2912993152 cites W2103535990 @default.
• W2912993152 cites W2108323654 @default.
• W2912993152 cites W2108859253 @default.
• W2912993152 cites W2115242586 @default.
• W2912993152 cites W2138762030 @default.
• W2912993152 cites W2160966992 @default.
• W2912993152 cites W2164201421 @default.
• W2912993152 cites W2167638481 @default.
• W2912993152 cites W2171855237 @default.
• W2912993152 cites W2203649114 @default.
• W2912993152 cites W2272985318 @default.
• W2912993152 cites W2344301817 @default.
• W2912993152 cites W2559514807 @default.
• W2912993152 cites W2749338522 @default.
• W2912993152 cites W2899874256 @default.
• W2912993152 cites W2952171869 @default.
• W2912993152 cites W3148443593 @default.
• W2912993152 cites W4361807362 @default.
• W2912993152 doi "https://doi.org/10.1016/j.neucom.2019.01.042" @default.
• W2912993152 hasPublicationYear "2019" @default.
• W2912993152 type Work @default.
• W2912993152 sameAs 2912993152 @default.
• W2912993152 citedByCount "25" @default.
• W2912993152 countsByYear W29129931522019 @default.
• W2912993152 countsByYear W29129931522020 @default.
• W2912993152 countsByYear W29129931522021 @default.
• W2912993152 countsByYear W29129931522022 @default.
• W2912993152 countsByYear W29129931522023 @default.
• W2912993152 crossrefType "journal-article" @default.
• W2912993152 hasAuthorship W2912993152A5038865738 @default.
• W2912993152 hasAuthorship W2912993152A5057762207 @default.
• W2912993152 hasAuthorship W2912993152A5068891693 @default.
• W2912993152 hasAuthorship W2912993152A5078315542 @default.
• W2912993152 hasAuthorship W2912993152A5085701673 @default.
• W2912993152 hasConcept C114614502 @default.
• W2912993152 hasConcept C119857082 @default.
• W2912993152 hasConcept C124101348 @default.
• W2912993152 hasConcept C153180895 @default.
• W2912993152 hasConcept C154945302 @default.
• W2912993152 hasConcept C17212007 @default.
• W2912993152 hasConcept C202444582 @default.
• W2912993152 hasConcept C33923547 @default.
• W2912993152 hasConcept C41008148 @default.
• W2912993152 hasConcept C58166 @default.
• W2912993152 hasConcept C73555534 @default.
• W2912993152 hasConcept C74193536 @default.
• W2912993152 hasConcept C9652623 @default.
• W2912993152 hasConceptScore W2912993152C114614502 @default.
• W2912993152 hasConceptScore W2912993152C119857082 @default.
• W2912993152 hasConceptScore W2912993152C124101348 @default.
• W2912993152 hasConceptScore W2912993152C153180895 @default.
• W2912993152 hasConceptScore W2912993152C154945302 @default.
• W2912993152 hasConceptScore W2912993152C17212007 @default.
• W2912993152 hasConceptScore W2912993152C202444582 @default.
• W2912993152 hasConceptScore W2912993152C33923547 @default.
• W2912993152 hasConceptScore W2912993152C41008148 @default.
• W2912993152 hasConceptScore W2912993152C58166 @default.
• W2912993152 hasConceptScore W2912993152C73555534 @default.
• W2912993152 hasConceptScore W2912993152C74193536 @default.
• W2912993152 hasConceptScore W2912993152C9652623 @default.
• W2912993152 hasFunder F4320322186 @default.
• W2912993152 hasFunder F4320325431 @default.
• W2912993152 hasLocation W29129931521 @default.
• W2912993152 hasOpenAccess W2912993152 @default.
• W2912993152 hasPrimaryLocation W29129931521 @default.
• W2912993152 hasRelatedWork W1698234622 @default.
• W2912993152 hasRelatedWork W1987634878 @default.
• W2912993152 hasRelatedWork W2110459882 @default.
• W2912993152 hasRelatedWork W2160396543 @default.
• W2912993152 hasRelatedWork W2165695836 @default.
• W2912993152 hasRelatedWork W2398543122 @default.
• W2912993152 hasRelatedWork W2626264717 @default.
• W2912993152 hasRelatedWork W2941132005 @default.
• W2912993152 hasRelatedWork W4200264217 @default.

• next