Generalized information theoretic cluster validity indices for soft clusterings.
Yang LeiJames C. BezdekJeffrey ChanXuan Vinh NguyenSimone RomanoJames BaileyPublished in: CIDM (2014)
Keyphrases
- information theoretic
- cluster validity indices
- relative entropy
- information theory
- clustering algorithm
- mutual information
- k means
- theoretic framework
- information bottleneck
- jensen shannon divergence
- information theoretic measures
- data clustering
- kullback leibler divergence
- fuzzy c means
- cluster analysis
- log likelihood
- entropy measure
- multi objective
- data points
- bregman divergences
- evolutionary algorithm
- hierarchical clustering algorithms
- cluster validity index
- data sets