Graph Enhanced Fuzzy Clustering for Categorical Data Using a Bayesian Dissimilarity Measure.
Chuan-Bin ZhangLong ChenYin-Ping ZhaoYingxu WangC. L. Philip ChenPublished in: IEEE Trans. Fuzzy Syst. (2023)
Keyphrases
- fuzzy clustering
- categorical data
- dissimilarity measure
- cluster analysis
- clustering method
- fuzzy c means algorithm
- fuzzy c means
- numerical data
- fuzzy clustering method
- parameter free
- clustering algorithm
- fuzzy clustering algorithm
- hierarchical latent class models
- fuzzy clustering algorithms
- k means
- similarity measure
- unsupervised learning
- distance measure
- distance function
- data mining
- fuzzy c means clustering algorithm
- bayesian networks
- data analysis
- membership functions
- distance metric
- attribute values
- feature space
- directed acyclic graph
- cluster centers
- edit distance
- maximum likelihood
- image segmentation
- validity index
- computer vision
- learning algorithm
- possibilistic clustering