Prediction of drug-disease associations based on ensemble meta paths and singular value decomposition.
Guangsheng WuJuan LiuXiang YuePublished in: BMC Bioinform. (2019)
Keyphrases
- singular value decomposition
- prediction accuracy
- low rank
- singular values
- latent semantic indexing
- dimension reduction
- least squares
- null space
- dimensionality reduction
- drug design
- principal component analysis
- training data
- latent semantic analysis
- correlation matrix
- low rank approximation
- training set
- learning algorithm
- low rank matrix
- image processing
- feature selection