An improved fuzzy based approach to impute missing values in DNA microarray gene expression data with collaborative filtering.
Sujay SahaSaikat BandopadhyayAnupam GhoshKashi Nath DeyPublished in: ICACCI (2016)
Keyphrases
- missing values
- microarray gene expression data
- collaborative filtering
- missing data
- gene expression data
- microarray data
- data imputation
- recommender systems
- matrix factorization
- incomplete data
- high dimensional data
- dna sequences
- feature selection
- cancer classification
- neural network
- data sets
- logistic regression
- cross validation
- gene expression
- nearest neighbor
- network model
- microarray datasets