Clustering Microarray Data based on Density and Shared Nearest Neighbor Measure.
Ranapratap SyamalaTaufik Fuadi AbidinWilliam PerrizoPublished in: CATA (2006)
Keyphrases
- microarray data
- nearest neighbor
- microarray data analysis
- high dimensional
- cluster analysis
- microarray
- high dimensional data
- gene expression data
- gene expression profiles
- gene expression
- gene selection
- data points
- k nearest neighbor
- clustering algorithm
- gene expression analysis
- microarray gene expression data
- data sets
- meta analysis
- microarray classification
- feature selection
- high dimensionality
- knn
- gene networks
- differentially expressed genes
- gene clusters
- clustering method
- small number of samples
- dna microarray data
- dna microarray
- biologically relevant
- microarray datasets
- cancer classification
- ovarian cancer
- similarity measure
- training set
- k means
- clustering analysis
- cancer diagnosis
- biologically meaningful
- biological data
- low dimensional
- data mining
- similarity search
- gene expression patterns
- data analysis
- highly correlated
- unsupervised learning
- high throughput