Matrix Factorization-Based Prediction of Novel Drug Indications by Integrating Genomic Space.
Wen DaiXi LiuYibo GaoLin ChenJianglong SongDi ChenKuo GaoYongshi JiangYiping YangJianxin ChenPeng LuPublished in: Comput. Math. Methods Medicine (2015)
Keyphrases
- matrix factorization
- collaborative filtering
- recommender systems
- low rank
- nonnegative matrix factorization
- missing data
- factorization methods
- prediction accuracy
- factor analysis
- negative matrix factorization
- drug design
- high throughput
- tensor factorization
- variational bayesian
- data sets
- stochastic gradient descent
- item recommendation
- personalized ranking
- implicit feedback
- data sparsity