Multiview Clustering on PPI Network for Gene Selection and Enrichment from Microarray Data.
Tripti SwarnkarSérgio Nery SimõesDavid Correa MartinsAnji AnurakHelena BrentaniRonaldo Fumio HashimotoPabitra MitraPublished in: BIBE (2014)
Keyphrases
- microarray data
- gene selection
- microarray data analysis
- cluster analysis
- microarray
- gene expression profiles
- gene networks
- gene expression
- gene expression data
- cancer classification
- gene ontology
- microarray classification
- feature selection
- biologically relevant
- ppi networks
- gene expression analysis
- biological data
- informative genes
- clustering algorithm
- high dimensional
- data sets
- relevant genes
- dna microarray
- clustering method
- microarray datasets
- k means
- clustering analysis
- dna microarray data
- high throughput
- cancer diagnosis
- network structure
- differentially expressed genes
- unsupervised learning
- biologically meaningful
- protein protein interactions
- biological processes
- protein interaction
- small number of samples
- ovarian cancer
- selected genes
- protein complexes
- biological networks
- high dimensionality
- protein protein interaction networks
- gene sets
- feature ranking
- network topology
- high dimensional data
- colon cancer
- low dimensional
- data points