EGA-FMC: enhanced genetic algorithm-based fuzzy k-modes clustering for categorical data.
Medhini NarasimhanBalaji BalasubramanianSuryansh D. KumarNagamma PatilPublished in: Int. J. Bio Inspired Comput. (2018)
Keyphrases
- categorical data
- cluster analysis
- parameter free
- numerical data
- binary data
- numeric data
- fuzzy sets
- attribute values
- numerical attributes
- clustering method
- fuzzy clustering
- fuzzy logic
- distance based outlier detection
- greedy algorithm
- density based clustering
- computer vision
- genetic search
- correspondence analysis
- categorical values
- multivariate time series
- fuzzy rules
- semi supervised
- k means
- pattern recognition
- maximal frequent itemsets
- decision trees
- data sets
- hierarchical latent class models