Fuzzy Clustering

GPTKB entity

Statements (23)
Predicate Object
gptkbp:instanceOf Clustering Algorithm
gptkbp:application gptkb:Image_Segmentation
gptkb:Bioinformatics
Market Segmentation
Document Clustering
gptkbp:contrastsWith Hard Clustering
gptkbp:example gptkb:Fuzzy_C-Means
gptkbp:feature Allows partial membership in clusters
Membership values between 0 and 1
gptkbp:field gptkb:Machine_Learning
gptkb:Pattern_Recognition
Data Mining
gptkbp:form gptkb:Fuzzy_Set_Theory
https://www.w3.org/2000/01/rdf-schema#label Fuzzy Clustering
gptkbp:introducedIn 1973
gptkbp:output Cluster Membership Degrees
gptkbp:proposedBy gptkb:James_C._Bezdek
gptkbp:relatedTo gptkb:Fuzzy_Logic
Soft Clustering
gptkbp:uses Distance Measures
Membership Matrix
gptkbp:bfsParent gptkb:Fuzzy_Logic
gptkbp:bfsLayer 5