Matches in SemOpenAlex for { <https://semopenalex.org/work/W2227791091> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2227791091 endingPage "220" @default.
- W2227791091 startingPage "217" @default.
- W2227791091 abstract "Abstract— In the last decades, a number of robust fuzzy clustering algorithms have been proposed to partition data sets affected by noise and outliers. Robust fuzzy C-means (robust-FCM) is certainly one of the most known among these algorithms. In robust-FCM, noise is modeled as a separate cluster and is characterized by a prototype that has a constant distance δ from all data points. Distance δ determines the boundary of the noise cluster and therefore is a critical parameter of the algorithm. Though some approaches have been proposed to automatically determine the most suitable δ for the specific application, up to today an efficient and fully satisfactory solution does not exist. The aim of this paper is to propose a novel method to compute the optimal δ based on the analysis of the distribution of the percentage of objects assigned to the noise cluster in repeated executions of the robust-FCM with decreasing values of δ . The extremely encouraging results obtained on some data sets found in the literature are shown and discussed." @default.
- W2227791091 created "2016-06-24" @default.
- W2227791091 creator A5019498183 @default.
- W2227791091 creator A5040911847 @default.
- W2227791091 creator A5057031606 @default.
- W2227791091 creator A5066833014 @default.
- W2227791091 date "2007-01-26" @default.
- W2227791091 modified "2023-09-26" @default.
- W2227791091 title "On the Noise Distance in Robust Fuzzy C-Means" @default.
- W2227791091 hasPublicationYear "2007" @default.
- W2227791091 type Work @default.
- W2227791091 sameAs 2227791091 @default.
- W2227791091 citedByCount "2" @default.
- W2227791091 countsByYear W22277910912015 @default.
- W2227791091 crossrefType "journal-article" @default.
- W2227791091 hasAuthorship W2227791091A5019498183 @default.
- W2227791091 hasAuthorship W2227791091A5040911847 @default.
- W2227791091 hasAuthorship W2227791091A5057031606 @default.
- W2227791091 hasAuthorship W2227791091A5066833014 @default.
- W2227791091 hasConcept C104317684 @default.
- W2227791091 hasConcept C11413529 @default.
- W2227791091 hasConcept C114614502 @default.
- W2227791091 hasConcept C115961682 @default.
- W2227791091 hasConcept C124101348 @default.
- W2227791091 hasConcept C153180895 @default.
- W2227791091 hasConcept C154945302 @default.
- W2227791091 hasConcept C164866538 @default.
- W2227791091 hasConcept C17212007 @default.
- W2227791091 hasConcept C185592680 @default.
- W2227791091 hasConcept C199360897 @default.
- W2227791091 hasConcept C21080849 @default.
- W2227791091 hasConcept C2777027219 @default.
- W2227791091 hasConcept C2781170535 @default.
- W2227791091 hasConcept C33923547 @default.
- W2227791091 hasConcept C41008148 @default.
- W2227791091 hasConcept C42812 @default.
- W2227791091 hasConcept C55493867 @default.
- W2227791091 hasConcept C58166 @default.
- W2227791091 hasConcept C63479239 @default.
- W2227791091 hasConcept C67226441 @default.
- W2227791091 hasConcept C73555534 @default.
- W2227791091 hasConcept C79337645 @default.
- W2227791091 hasConcept C99498987 @default.
- W2227791091 hasConceptScore W2227791091C104317684 @default.
- W2227791091 hasConceptScore W2227791091C11413529 @default.
- W2227791091 hasConceptScore W2227791091C114614502 @default.
- W2227791091 hasConceptScore W2227791091C115961682 @default.
- W2227791091 hasConceptScore W2227791091C124101348 @default.
- W2227791091 hasConceptScore W2227791091C153180895 @default.
- W2227791091 hasConceptScore W2227791091C154945302 @default.
- W2227791091 hasConceptScore W2227791091C164866538 @default.
- W2227791091 hasConceptScore W2227791091C17212007 @default.
- W2227791091 hasConceptScore W2227791091C185592680 @default.
- W2227791091 hasConceptScore W2227791091C199360897 @default.
- W2227791091 hasConceptScore W2227791091C21080849 @default.
- W2227791091 hasConceptScore W2227791091C2777027219 @default.
- W2227791091 hasConceptScore W2227791091C2781170535 @default.
- W2227791091 hasConceptScore W2227791091C33923547 @default.
- W2227791091 hasConceptScore W2227791091C41008148 @default.
- W2227791091 hasConceptScore W2227791091C42812 @default.
- W2227791091 hasConceptScore W2227791091C55493867 @default.
- W2227791091 hasConceptScore W2227791091C58166 @default.
- W2227791091 hasConceptScore W2227791091C63479239 @default.
- W2227791091 hasConceptScore W2227791091C67226441 @default.
- W2227791091 hasConceptScore W2227791091C73555534 @default.
- W2227791091 hasConceptScore W2227791091C79337645 @default.
- W2227791091 hasConceptScore W2227791091C99498987 @default.
- W2227791091 hasIssue "1" @default.
- W2227791091 hasLocation W22277910911 @default.
- W2227791091 hasOpenAccess W2227791091 @default.
- W2227791091 hasPrimaryLocation W22277910911 @default.
- W2227791091 hasRelatedWork W1549242058 @default.
- W2227791091 hasRelatedWork W181388071 @default.
- W2227791091 hasRelatedWork W1910828067 @default.
- W2227791091 hasRelatedWork W2064395451 @default.
- W2227791091 hasRelatedWork W2104875182 @default.
- W2227791091 hasRelatedWork W2115077250 @default.
- W2227791091 hasRelatedWork W2287658830 @default.
- W2227791091 hasRelatedWork W238433468 @default.
- W2227791091 hasRelatedWork W2388428316 @default.
- W2227791091 hasRelatedWork W2533995165 @default.
- W2227791091 hasRelatedWork W2749714456 @default.
- W2227791091 hasRelatedWork W2893154270 @default.
- W2227791091 hasRelatedWork W2915678294 @default.
- W2227791091 hasRelatedWork W2948366372 @default.
- W2227791091 hasRelatedWork W2981809227 @default.
- W2227791091 hasRelatedWork W3044256468 @default.
- W2227791091 hasRelatedWork W3048705786 @default.
- W2227791091 hasRelatedWork W3108878720 @default.
- W2227791091 hasRelatedWork W2167183171 @default.
- W2227791091 hasRelatedWork W2183032913 @default.
- W2227791091 hasVolume "1" @default.
- W2227791091 isParatext "false" @default.
- W2227791091 isRetracted "false" @default.
- W2227791091 magId "2227791091" @default.
- W2227791091 workType "article" @default.