Melancholic Depression Prediction by Identifying Representative Features in Metabolic and Microarray Profiles with Missing Values.
Zhi NieTao YangYashu LiuBinbin LinQingyang LiVaibhav A. NarayanGayle M. WittenbergJieping YePublished in: Pacific Symposium on Biocomputing (2015)
Keyphrases
- microarray
- missing values
- high throughput
- gene expression
- high dimensionality
- microarray data analysis
- gene expression data
- missing data
- microarray data
- data imputation
- incomplete data
- informative features
- regulatory networks
- gene expression profiles
- gene expression profiling
- gene expression data sets
- co occurrence
- gene selection
- feature vectors
- feature space
- imputation methods
- classification accuracy
- gene ontology
- feature ranking
- data analysis
- microarray images
- low dimensional
- feature selection