An Improved Fuzzy Based Missing Value Estimation in DNA Microarray Validated by Gene Ranking.
Sujay SahaAnupam GhoshDibyendu Bikash SealKashi Nath DeyPublished in: Adv. Fuzzy Syst. (2016)
Keyphrases
- dna microarray
- missing values
- gene expression
- gene selection
- microarray
- gene expression data
- molecular biology
- microarray data
- high dimensional data
- gene expression profiles
- feature ranking
- cancer classification
- incomplete data
- microarray datasets
- incomplete data sets
- missing data
- data imputation
- membership functions
- computational biology
- clustering analysis
- fuzzy clustering
- experimental conditions
- data sets
- high dimensionality
- nearest neighbor
- clustering algorithm
- feature selection