Advances in nonnegative matrix and tensor factorization

scientific article published in January 2008

Blind Image Separation Using Nonnegative Matrix Factorization with Gibbs Smoothing

Csiszár’s Divergences for Non-negative Matrix Factorization: Family of New Algorithms

Erratum for ‘Multilayer nonnegative matrix factorisation’

scholarly article published in Electronics Letters

Extended SMART Algorithms for Non-negative Matrix Factorization

Fast nonnegative matrix factorization algorithms using projected gradient approaches for large-scale problems

scientific article

Flexible Component Analysis for Sparse, Smooth, Nonnegative Coding or Representation

From basis components to complex structural patterns

Improved Convolutive and Under-Determined Blind Audio Source Separation with MRF Smoothing.

scientific article

Improved M-FOCUSS Algorithm With Overlapping Blocks for Locally Smooth Sparse Signals

Multichannel EEG brain activity pattern analysis in time–frequency domain with nonnegative matrix factorization support

Multilayer nonnegative matrix factorisation

Multilayer nonnegative matrix factorization using projected gradient approaches

scientific article published in December 2007

Non-Negative Tensor Factorization using Alpha and Beta Divergences

Non-negative Matrix Factorization with Quasi-Newton Optimization

Nonnegative Matrix and Tensor Factorization [Lecture Notes]

Nonnegative Matrix and Tensor Factorizations

Nonnegative matrix factorization with constrained second-order optimization

article by Rafal Zdunek & Andrzej Cichocki published August 2007 in Signal Processing

Nonnegative matrix factorization with quadratic programming

Novel Alternating Least Squares Algorithm for Nonnegative Matrix and Tensor Factorizations

article by Anh Huy Phan et al published 2010 in Lecture Notes in Computer Science

Sequential Coordinate-Wise DNMF for Face Recognition

Sparse Super Symmetric Tensor Factorization

Symmetric nonnegative matrix factorization: algorithms and applications to probabilistic clustering

scientific article published on 26 October 2011

Tomographic image reconstruction from limited-view projections with Wiener filtered focuss algorithm