A fuzzy c means variant for clustering evolving data streams.
Prodip HoreLawrence O. HallDmitry B. GoldgofPublished in: SMC (2007)
Keyphrases
- fuzzy c means
- clustering algorithm
- clustering method
- evolving data streams
- fuzzy clustering
- fcm algorithm
- k means
- hard c means
- fuzzy clustering algorithm
- fuzzy c means clustering
- fcm clustering
- fuzzy clustering algorithms
- cluster analysis
- cluster centers
- stream clustering
- possibilistic c means
- cluster validity index
- gustafson kessel
- data streams
- streaming data
- validity index
- image segmentation
- data clustering
- concept drift
- possibilistic clustering
- neural network
- sliding window
- stream mining
- computer vision
- random forests
- information granulation
- membership functions
- euclidean distance
- data points
- machine learning