Heterogeneous graph inference with range constrainted L2,1-collaborative matrix factorization for small molecule-miRNA association prediction.
Shudong WangTiyao LiuChuanru RenYawu ZhaoSibo QiaoYuanyuan ZhangShanchen PangPublished in: Comput. Biol. Chem. (2024)
Keyphrases
- matrix factorization
- collaborative filtering
- gene expression
- computational methods
- recommender systems
- low rank
- factorization methods
- nonnegative matrix factorization
- missing data
- secondary structure
- gene ontology
- factor analysis
- genome wide
- negative matrix factorization
- tensor factorization
- protein interaction
- bayesian networks
- binding sites
- random walk
- regulatory networks
- machine learning
- feature space
- least squares
- cluster analysis