Graph regularized non-negative matrix factorization with prior knowledge consistency constraint for drug-target interactions prediction.
Junjun ZhangMinzhu XiePublished in: BMC Bioinform. (2022)
Keyphrases
- negative matrix factorization
- consistency constraints
- prior knowledge
- sparsity constraints
- nonnegative matrix factorization
- matrix factorization
- document clustering
- sparse representation
- principal component analysis
- spectral clustering
- multiple views
- geometric constraints
- bayesian framework
- recommender systems
- pattern recognition
- video sequences
- information retrieval systems
- generative model
- image processing
- digital libraries
- face recognition