MCCMF: collaborative matrix factorization based on matrix completion for predicting miRNA-disease associations.
Tianru WuMeng-Meng YinCui-Na JiaoYing-Lian GaoXiang-Zhen KongJin-Xing LiuPublished in: BMC Bioinform. (2020)
Keyphrases
- matrix factorization
- matrix completion
- low rank
- gene expression
- collaborative filtering
- computational methods
- gene ontology
- missing data
- recommender systems
- binding sites
- genome wide
- stochastic gradient descent
- nonnegative matrix factorization
- negative matrix factorization
- microarray
- biological processes
- high throughput
- factor analysis
- pairwise
- feature extraction
- singular values
- data analysis
- protein protein interactions
- sequence data
- gene expression data
- singular value decomposition