A New Incremental Cluster Validity Index for Streaming Clustering Analysis.
Omar A. IbrahimJames M. KellerMihail PopescuPublished in: FUZZ-IEEE (2019)
Keyphrases
- clustering analysis
- cluster validity index
- cluster analysis
- fuzzy c means
- fuzzy clustering
- data clustering
- clustering algorithm
- clustering method
- k means
- cluster membership
- data streams
- data mining
- validity measures
- microarray
- possibilistic c means
- hierarchical clustering algorithm
- unsupervised learning
- anomaly detection
- knowledge discovery
- data analysis
- artificial intelligence
- pattern recognition
- similarity measure
- categorical data
- cluster centers
- gene expression profiles
- validity indices
- membership functions
- expert systems
- feature extraction
- text categorization
- data sets
- data mining techniques