Density-oriented approach to identify outliers and get noiseless clusters in Fuzzy C - Means.
Prabhjot KaurAnjana GosainPublished in: FUZZ-IEEE (2010)
Keyphrases
- fuzzy c means
- fuzzy clustering
- clustering algorithm
- fuzzy clustering algorithm
- fcm clustering
- fuzzy c means algorithm
- cluster validity
- image segmentation
- clustering method
- fcm algorithm
- cluster analysis
- possibilistic clustering
- arbitrary shape
- unsupervised clustering
- soft clustering
- cluster validity indices
- cluster centers
- k means
- membership values
- fuzzy c means clustering algorithm
- fuzzy clustering algorithms
- cluster validity index
- cluster centroids
- outlier detection
- euclidean distance
- data points
- gustafson kessel
- neural network
- possibilistic c means
- hard c means
- validity measures
- membership functions
- subspace clustering
- decision making
- multi objective
- artificial intelligence
- evaluation model