Parallel deterministic annealing clustering and its application to LC-MS data analysis.
Geoffrey C. FoxDeepak R. ManiSaumyadipta PynePublished in: IEEE BigData (2013)
Keyphrases
- deterministic annealing
- data clustering
- data analysis
- global optimization
- cluster analysis
- free energy
- objective function
- semi supervised clustering
- semi supervised
- k means
- clustering algorithm
- em algorithm
- unsupervised learning
- high dimensional data
- clustering method
- knowledge discovery
- maximum likelihood
- self organizing maps
- probability distribution
- spectral clustering
- competitive learning
- global optimality