Comparative Study of Computational Tools for Hub Gene Selection from Genetic Network using Microarray Data.
Bijeta MandalSaswati MahapatraTripti SwarnkarPublished in: POLIBITS (2017)
Keyphrases
- microarray data
- comparative study
- gene selection
- computational tools
- microarray
- gene expression
- gene networks
- cancer classification
- gene expression data
- microarray classification
- feature selection
- cancer diagnosis
- dna microarray
- data sets
- relevant genes
- gene expression profiles
- biologically relevant
- computational methods
- microarray data analysis
- biological knowledge
- microarray datasets
- high dimensional
- dna microarray data
- colon cancer
- cluster analysis
- differentially expressed genes
- high throughput
- ovarian cancer
- biological data
- high dimensionality
- small number of samples
- informative genes
- biologically meaningful
- support vector machine svm
- gene sets
- network model
- similarity measure
- microarray analysis
- sequence data
- machine learning