High dimensionality reduction by matrix factorization for systems pharmacology.
Adel MehrpooyaFarid Saberi MovahedNajmeh Azizi ZadehMohammad Rezaei-RavariFarshad Saberi-MovahedMahdi EftekhariIman TavassolyPublished in: Briefings Bioinform. (2022)
Keyphrases
- high dimensionality
- matrix factorization
- feature space
- high dimensional
- collaborative filtering
- recommender systems
- dimensionality reduction
- low rank
- high dimensional data
- feature selection
- small sample size
- nonnegative matrix factorization
- microarray
- pattern recognition
- gene expression data
- missing data
- image representation
- factor analysis
- class imbalance
- data mining