SCMFMDA: Predicting microRNA-disease associations based on similarity constrained matrix factorization.
Lei LiZhen GaoYu-Tian WangMing-Wen ZhangJian-Cheng NiChun-Hou ZhengYansen SuPublished in: PLoS Comput. Biol. (2021)
Keyphrases
- matrix factorization
- collaborative filtering
- factorization methods
- low rank
- similarity measure
- missing data
- data sparsity
- recommender systems
- factor analysis
- negative matrix factorization
- nonnegative matrix factorization
- latent factors
- item recommendation
- implicit feedback
- tensor factorization
- personalized ranking
- data matrix
- low rank matrix
- variational bayesian
- stochastic gradient descent
- binary matrix
- linear combination