Optimizing Area Under the Curve Measures via Matrix Factorization for Drug-Target Interaction Prediction.
Bin LiuGrigorios TsoumakasPublished in: CoRR (2021)
Keyphrases
- matrix factorization
- collaborative filtering
- low rank
- recommender systems
- prediction accuracy
- missing data
- nonnegative matrix factorization
- factor analysis
- factorization methods
- data sparsity
- human computer interaction
- variational bayesian
- stochastic gradient descent
- negative matrix factorization
- data matrix
- latent factors
- probabilistic matrix factorization
- user interaction
- factorization method
- evaluation measures
- latent factor models
- multiscale
- personalized ranking
- social networks