Journal of Applied Mathematics / 2014 / Article / Alg 1

Research Article

Link Prediction via Convex Nonnegative Matrix Factorization on Multiscale Blocks

Algorithm 1

Algorithm for -CNMF.
input: //observed network
     , //desired rank, scale parameter
output: //predicting matrix
for in range of
 do -means to partition matrix into
 for block
  do CNMF with rank min
   //sum the corresponding entities
 end for
end for