Drug-target interaction prediction based on nonnegative and self-representative matrix factorization.
Yihua YeYuxin ChenZhongnan ZhangYuqi WenSong HeXiaochen BoPublished in: BIBM (2021)
Keyphrases
- matrix factorization
- nonnegative matrix factorization
- tensor factorization
- data matrix
- collaborative filtering
- factor matrices
- low rank
- recommender systems
- negative matrix factorization
- prediction accuracy
- sparse non negative
- factorization methods
- data sparsity
- missing data
- factor analysis
- low rank matrix
- stochastic gradient descent
- human computer interaction
- variational bayesian
- item recommendation
- implicit feedback
- user interaction
- latent factors
- binary matrix
- objective function
- eye tracking
- factorization method
- least squares