Matrix factorization for biomedical link prediction and scRNA-seq data imputation: an empirical survey.
Le Ou-YangFan LuZi-Chao ZhangMin WuPublished in: Briefings Bioinform. (2022)
Keyphrases
- matrix factorization
- link prediction
- data imputation
- missing data
- collaborative filtering
- missing values
- random walk
- social networks
- social network analysis
- recommender systems
- low rank
- complex networks
- nonnegative matrix factorization
- network structure
- tensor factorization
- negative matrix factorization
- factor analysis
- item recommendation
- factorization methods
- incomplete data
- implicit feedback
- information extraction
- recommendation systems
- training data
- factorization method
- pattern recognition
- pairwise
- link formation
- text categorization
- imputation methods
- text mining