Nonnegative Matrix Factorization: A Comprehensive Review.

Yu-Xiong Wang Yu-Jin Zhang

Published in: IEEE Trans. Knowl. Data Eng. (2013)

Keyphrases

nonnegative matrix factorization
probabilistic latent semantic indexing
matrix factorization
data representation
negative matrix factorization
active set
least squares
nonnegative matrix
principal component analysis
spectral clustering
objective function
sparsity constraints
document clustering
multiscale