Multiview Clustering via Robust Neighboring Constraint Nonnegative Matrix Factorization

Algorithm 1

rNNMF‐based MVC model.

Input: input , parameter , parameter

Initialize:

 for each view do

 end

design via (2) with

while not converged do

 for all view do

   update via (12)

   update via (10)

   update via (2) with

 end

end

combining:

Similarity graph: is built with and

clustering: Ncut

Output: clustering results