Dimensionality reduction of longitudinal 'omics data using modern tensor factorizations.
Uria MorYotam CohenRafael Valdes-MasDenise KviatcovskyEran ElinavHaim AvronPublished in: PLoS Comput. Biol. (2022)
Keyphrases
- dimensionality reduction
- data sets
- data sources
- synthetic data
- raw data
- data collection
- data points
- data analysis
- data structure
- original data
- data representation
- image data
- dimensionality reduction methods
- statistical analysis
- missing data
- high dimensional data
- neural network
- computer systems
- data processing
- semi supervised
- end users
- pattern recognition
- high quality
- training data
- image processing
- input space
- computer vision
- multidimensional scaling