Table 3.

Overview of Matrix Completion-Based Computational Methods for Inferring lncRNA-Disease Association

Method Name	Computational Principle	Data Types	Available Tool (Package or Code)	References
SIMCLDA	inductive matrix completion, singular value decomposition	lncRNA-disease association, lncRNA-lncRNA association, disease-disease association	code (https://github.com//bioinfomaticsCSU/SIMCLDA)	Lu et al.47
LDAPM	inductive matrix completion, singular value decomposition	lncRNA-disease association, lncRNA-lncRNA association, disease-disease association	NA	Fraidouni and Zaruba48
FRMCLDA	faster randomized matrix completion, faster singular value threshold	lncRNA-disease association, lncRNA-lncRNA association, disease-disease association	code (https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6749816/bin/Table_7.docx)	Li et al.46
TSSR	sparse self-representation	lncRNA-disease association, lncRNA-lncRNA association, disease-disease association	code (https://github.com/Oyl-CityU/TSSR)	Ou-Yang et al.49

NA, not applicable.