Improved Gene Expression Clustering with the Parameter-Free PKNNG Metric.
Ariel E. BayáPablo M. GranittoPublished in: BSB (2011)
Keyphrases
- parameter free
- gene expression
- categorical data
- microarray
- gene expression data
- outlier detection
- microarray data
- gene expression data analysis
- gene regulation
- gene expression profiles
- gene expression analysis
- microarray data analysis
- gene expression patterns
- regulatory networks
- microarray gene
- fully automatic
- biological processes
- analysis of gene expression
- high throughput
- binding sites
- functional genomics
- gene expression pattern images
- gene interactions
- transcription factors
- biological networks
- cluster analysis
- gene selection
- high dimensionality
- differentially expressed genes
- clustering algorithm
- experimental conditions
- semi automatic
- colon cancer
- unsupervised learning
- co occurrence
- machine learning