Minimum-Volume-Constrained Nonnegative Matrix Factorization: Enhanced Ability of Learning Parts

Towards unique solutions of non-negative matrix factorization problems by a determinant criterion

(2011) R. Schachtner et al.   DIGITAL SIGNAL PROCESSING

Online Blind Source Separation Using Incremental Nonnegative Matrix Factorization With Volume Constraint

(2011) Guoxu Zhou et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Blind Extraction of Global Signal From Multi-Channel Noisy Observations

(2010) Y Washizawa et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Stability Analysis of Multiplicative Update Algorithms and Application to Nonnegative Matrix Factorization

(2010) R Badeau et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Linear and Nonlinear Projective Nonnegative Matrix Factorization

(2010) Zhirong Yang et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Mixing Matrix Estimation From Sparse Mixtures With Unknown Number of Sources

(2010) Guoxu Zhou et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Nonorthogonal Approximate Joint Diagonalization With Well-Conditioned Diagonalizers

(2009) Guoxu Zhou et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Discriminant Nonnegative Tensor Factorization Algorithms

(2009) S. Zafeiriou   IEEE TRANSACTIONS ON NEURAL NETWORKS

Robust Independent Component Analysis by Iterative Maximization of the Kurtosis Contrast With Algebraic Optimal Step Size

(2009) V. Zarzoso et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Nonnegative Least-Correlated Component Analysis for Separation of Dependent Sources by Volume Maximization

(2009) Fa-Yu Wang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Convex Analysis-Based Minimum-Volume Enclosing Simplex Algorithm for Hyperspectral Unmixing

(2009) Tsung-Han Chan et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Clustering-based initialization for non-negative matrix factorization

(2008) Yun Xue et al.   APPLIED MATHEMATICS AND COMPUTATION

Considerations on Parallelizing Nonnegative Matrix Factorization for Hyperspectral Data Unmixing

(2008) Stefan A. Robila et al.   IEEE Geoscience and Remote Sensing Letters

Nonnegative Matrix and Tensor Factorization [Lecture Notes]

(2008) A. Cichocki et al.   IEEE SIGNAL PROCESSING MAGAZINE

Local Convergence Analysis of FastICA and Related Algorithms

(2008) Hao Shen et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Nonnegative Matrix Factorization in Polynomial Feature Space

(2008) I. Buciu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

A Convex Analysis Framework for Blind Separation of Non-Negative Sources

(2008) Tsung-Han Chan et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

SVD based initialization: A head start for nonnegative matrix factorization

(2007) C. Boutsidis et al.   PATTERN RECOGNITION