Predicting drug-target interactions from chemical and genomic kernels using Bayesian matrix factorization.
Mehmet GönenPublished in: Bioinform. (2012)
Keyphrases
- matrix factorization
- variational bayesian
- collaborative filtering
- low rank
- missing data
- recommender systems
- nonnegative matrix factorization
- factorization methods
- data sparsity
- negative matrix factorization
- probabilistic matrix factorization
- factor analysis
- gaussian processes
- kernel methods
- bayesian inference
- kernel function
- feature space
- stochastic gradient descent
- item recommendation
- bayesian networks
- bayesian analysis
- tensor factorization
- posterior distribution
- high throughput
- high dimensional
- personalized ranking
- feature selection