DSNPCMF: Predicting MiRNA-Disease Associations with Collaborative Matrix Factorization Based on Double Sparse and Nearest Profile.
Meng-Meng YinZhen CuiJin-Xing LiuYing-Lian GaoXiang-Zhen KongPublished in: IDMB (2019)
Keyphrases
- matrix factorization
- gene function
- latent factors
- gene expression
- tensor factorization
- gene sets
- gene ontology
- computational methods
- collaborative filtering
- secondary structure
- low rank
- recommender systems
- genome wide
- regulatory networks
- negative matrix factorization
- factorization methods
- missing data
- binding sites
- nonnegative matrix factorization
- factor analysis
- sparsity constraints
- differentially expressed genes
- microarray
- microarray data
- nearest neighbor
- data points
- high dimensional
- gene regulatory networks
- sparse coding
- similarity measure
- gene expression data
- bayesian networks