Rough Set-Based Clustering with Refinement Using Shannon's Entropy Theory.
Chun-Bao ChenLi-Ya WangPublished in: Comput. Math. Appl. (2006)
Keyphrases
- information theory
- information theoretic
- clustering algorithm
- shannon entropy
- mutual information
- data clustering
- unsupervised learning
- clustering method
- conditional entropy
- k means
- neural network
- kullback leibler divergence
- fuzzy clustering
- theoretical framework
- rough sets
- data analysis
- rough set theory
- computational model
- spectral clustering
- hierarchical clustering
- similarity function
- website
- categorical data
- clustering analysis
- data points
- general theory
- refinement operators
- relational databases
- high dimensional