Optimization approach for clustering datasets with weights.
Ranadhir GhoshAlexander M. RubinovJiapu ZhangPublished in: Optim. Methods Softw. (2005)
Keyphrases
- clustering algorithm
- synthetic and real datasets
- k means
- data mining tasks
- high dimensional datasets
- clustering approaches
- synthetic datasets
- optimization algorithm
- clustering method
- data clustering
- optimization process
- outlier detection
- graph theoretic
- data sets
- deterministic annealing
- weighted sum
- categorical data
- spectral clustering
- optimization problems
- unsupervised learning
- global optimization
- linear combination
- alternating optimization
- database
- benchmark datasets
- optimization method
- document clustering
- fuzzy clustering
- hierarchical clustering
- cluster analysis
- clustering quality
- optimization methods
- gene expression profiles
- semi supervised
- decision trees
- cluster centroids
- synthetic and real life datasets