Table 1.
Notation | Size | Meaning |
---|---|---|
Dk | n×n | The k-th drug similarity matrix |
Sl | m×m | The l-th disease similarity matrix |
U | n×CD | Drug cluster assignment matrix |
V | m×CS | Disease cluster assignment matrix |
Λ | CD×CS | Drug-disease cluster relationship matrix |
R | n×m | Observed drug-disease association matrix |
Θ | n×m | Densified estimation of R |
ω | Kd×1 | Drug similarity weight vector |
π | Ks×1 | Disease similarity weight vector |