A new clustering algorithm using message passing and its applications in analyzing microarray data.
Huimin GengXutao DengHesham H. AliPublished in: ICMLA (2005)
Keyphrases
- message passing
- microarray data
- microarray
- belief propagation
- distributed systems
- gene expression
- gene expression data
- gene selection
- feature selection
- microarray gene expression data
- high dimensional
- data sets
- probabilistic inference
- cluster analysis
- shared memory
- inference in graphical models
- approximate inference
- microarray datasets
- differentially expressed genes
- clustering algorithm
- sum product algorithm
- markov random field
- small number of samples
- microarray data analysis
- sum product
- graphical models
- feature space
- gene clusters
- gene sets
- high throughput
- image retrieval
- image segmentation
- similarity measure
- high dimensional data