Clustering for bioinformatics via matrix optimization.
Suely OliveiraDavid E. StewartPublished in: BCB (2011)
Keyphrases
- clustering algorithm
- clustering gene expression data
- k means
- optimization problems
- clustering method
- global optimization
- alternating optimization
- gene expression analysis
- constrained optimization
- similarity matrix
- optimization algorithm
- cluster analysis
- document clustering
- data sets
- singular value decomposition
- unsupervised learning
- optimization process
- categorical data
- data analysis
- data mining
- distance metric
- spectral clustering
- hierarchical clustering
- fuzzy clustering
- genetic algorithm
- eigenvalue decomposition
- machine learning