Missing value imputation in high-dimensional phenomic data: imputable or not, and how?
Serena G. LiaoYan LinDongwan D. KangDivay ChandraJessica BonNaftali KaminskiFrank C. SciurbaGeorge C. TsengPublished in: BMC Bioinform. (2014)
Keyphrases
- missing values
- missing data
- high dimensional data
- noisy data
- data sets
- data analysis
- database
- incomplete data
- data imputation
- training data
- high dimensional
- data collection
- image data
- data points
- raw data
- original data
- multiple imputation
- incomplete data sets
- low dimensional
- data mining techniques
- attribute values
- feature vectors
- data structure
- computer vision
- dimensional data
- missing information
- machine learning