Comparative Study on Information Theoretic Clustering and Classical Clustering Algorithms.
Daniel de AraújoAdrião Duarte Dória NetoAllan de Medeiros MartinsPublished in: ICANN (2) (2012)
Keyphrases
- information theoretic
- comparative study
- classical clustering algorithms
- mutual information
- information theory
- information bottleneck
- clustering method
- k means
- theoretic framework
- information theoretic measures
- uncertain data
- jensen shannon divergence
- clustering algorithm
- spectral clustering
- log likelihood
- kullback leibler divergence
- distributional clustering
- similarity measure
- multi modality
- image analysis
- relative entropy
- data sets
- cluster analysis
- minimum description length
- feature space
- pattern recognition