rMisbeta: A robust missing value imputation approach in transcriptomics and metabolomics data.
Md ShahjamanMd. Rezanur RahmanTania IslamMd Rabiul AuwulMohammad Ali MoniMd. Nurul Haque MollahPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- missing values
- missing data
- high dimensional data
- original data
- data imputation
- incomplete data
- noisy data
- data collection
- database
- data sets
- data sources
- raw data
- data analysis
- pattern recognition
- data mining techniques
- training data
- input data
- data processing
- k nearest neighbor
- knn
- knowledge discovery
- spatial data
- data acquisition