Matches in SemOpenAlex for { <https://semopenalex.org/work/W2150190812> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2150190812 abstract "We introduce a new swarm intelligence based algorithm for data clustering with a kernel-induced distance metric. Previously a swarm based approach using artificial ants to optimize the fuzzy c-means (FCM) criterion using the Euclidean distance was developed. However, FCM is not suitable for clusters which are not hyper-spherical and FCM requires the number of cluster centers be known in advance. The swarm based algorithm determines the number of cluster centers of the input data by using a modification to the fuzzy cluster validity metric proposed by Xie and Beni. The partition validity metric was developed based on the kernelized distance measure. Experiments were done with three data sets; the Iris data, an artificially generated data set and a Magnetic Resonance brain image data set. The results show how effectively the kernelized version of validity metric with a fuzzy ant method finds the number of clusters in the data and that it can be used to partition the data." @default.
- W2150190812 created "2016-06-24" @default.
- W2150190812 creator A5000168449 @default.
- W2150190812 creator A5026808947 @default.
- W2150190812 date "2006-01-01" @default.
- W2150190812 modified "2023-10-16" @default.
- W2150190812 title "Kernel Based Fuzzy Ant Clustering with Partition Validity" @default.
- W2150190812 cites W1982804054 @default.
- W2150190812 cites W1992903803 @default.
- W2150190812 cites W1996747841 @default.
- W2150190812 cites W2051856481 @default.
- W2150190812 cites W2088339151 @default.
- W2150190812 cites W2100839974 @default.
- W2150190812 cites W2103550542 @default.
- W2150190812 cites W2108859253 @default.
- W2150190812 cites W2125687218 @default.
- W2150190812 cites W2137303908 @default.
- W2150190812 cites W2151398376 @default.
- W2150190812 doi "https://doi.org/10.1109/fuzzy.2006.1681695" @default.
- W2150190812 hasPublicationYear "2006" @default.
- W2150190812 type Work @default.
- W2150190812 sameAs 2150190812 @default.
- W2150190812 citedByCount "15" @default.
- W2150190812 countsByYear W21501908122012 @default.
- W2150190812 countsByYear W21501908122013 @default.
- W2150190812 countsByYear W21501908122018 @default.
- W2150190812 crossrefType "proceedings-article" @default.
- W2150190812 hasAuthorship W2150190812A5000168449 @default.
- W2150190812 hasAuthorship W2150190812A5026808947 @default.
- W2150190812 hasBestOaLocation W21501908122 @default.
- W2150190812 hasConcept C11413529 @default.
- W2150190812 hasConcept C114614502 @default.
- W2150190812 hasConcept C118615104 @default.
- W2150190812 hasConcept C119487961 @default.
- W2150190812 hasConcept C120174047 @default.
- W2150190812 hasConcept C124101348 @default.
- W2150190812 hasConcept C153180895 @default.
- W2150190812 hasConcept C154945302 @default.
- W2150190812 hasConcept C17212007 @default.
- W2150190812 hasConcept C186767784 @default.
- W2150190812 hasConcept C33704608 @default.
- W2150190812 hasConcept C33923547 @default.
- W2150190812 hasConcept C41008148 @default.
- W2150190812 hasConcept C42812 @default.
- W2150190812 hasConcept C58166 @default.
- W2150190812 hasConcept C73555534 @default.
- W2150190812 hasConcept C74193536 @default.
- W2150190812 hasConcept C85617194 @default.
- W2150190812 hasConceptScore W2150190812C11413529 @default.
- W2150190812 hasConceptScore W2150190812C114614502 @default.
- W2150190812 hasConceptScore W2150190812C118615104 @default.
- W2150190812 hasConceptScore W2150190812C119487961 @default.
- W2150190812 hasConceptScore W2150190812C120174047 @default.
- W2150190812 hasConceptScore W2150190812C124101348 @default.
- W2150190812 hasConceptScore W2150190812C153180895 @default.
- W2150190812 hasConceptScore W2150190812C154945302 @default.
- W2150190812 hasConceptScore W2150190812C17212007 @default.
- W2150190812 hasConceptScore W2150190812C186767784 @default.
- W2150190812 hasConceptScore W2150190812C33704608 @default.
- W2150190812 hasConceptScore W2150190812C33923547 @default.
- W2150190812 hasConceptScore W2150190812C41008148 @default.
- W2150190812 hasConceptScore W2150190812C42812 @default.
- W2150190812 hasConceptScore W2150190812C58166 @default.
- W2150190812 hasConceptScore W2150190812C73555534 @default.
- W2150190812 hasConceptScore W2150190812C74193536 @default.
- W2150190812 hasConceptScore W2150190812C85617194 @default.
- W2150190812 hasLocation W21501908121 @default.
- W2150190812 hasLocation W21501908122 @default.
- W2150190812 hasOpenAccess W2150190812 @default.
- W2150190812 hasPrimaryLocation W21501908121 @default.
- W2150190812 hasRelatedWork W1490108905 @default.
- W2150190812 hasRelatedWork W2030846306 @default.
- W2150190812 hasRelatedWork W2067418549 @default.
- W2150190812 hasRelatedWork W2070154563 @default.
- W2150190812 hasRelatedWork W2409322559 @default.
- W2150190812 hasRelatedWork W2626264717 @default.
- W2150190812 hasRelatedWork W2767663474 @default.
- W2150190812 hasRelatedWork W2994156981 @default.
- W2150190812 hasRelatedWork W3192757256 @default.
- W2150190812 hasRelatedWork W4226101389 @default.
- W2150190812 isParatext "false" @default.
- W2150190812 isRetracted "false" @default.
- W2150190812 magId "2150190812" @default.
- W2150190812 workType "article" @default.