Correntropy induced metric based graph regularized non-negative matrix factorization

Yuanyuan Wang; Shuyi Wu; Bin Mao; Xiang Zhang; Zhigang Luo

doi:10.1016/j.neucom.2015.08.126

ScienceGate Book Chapters

JOURNAL ARTICLE

Correntropy induced metric based graph regularized non-negative matrix factorization

Yuanyuan Wang Shuyi Wu Bin Mao Xiang Zhang Zhigang Luo

Year: 2016 Journal: Neurocomputing Vol: 204 Pages: 172-182 Publisher: Elsevier BV

DOI: 10.1016/j.neucom.2015.08.126

Get Full-Text PDF Get Analytical Report

Keywords:

Non-negative matrix factorization Pattern recognition (psychology) Outlier Matrix decomposition Artificial intelligence Dimensionality reduction Metric (unit) Graph Regularization (linguistics) Computer science Mathematics Eigenvalues and eigenvectors Theoretical computer science

Metrics

Cited By

2.14

FWCI (Field Weighted Citation Impact)

Refs

0.89

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Speech and Audio Processing

Physical Sciences → Computer Science → Signal Processing

Face and Expression Recognition

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Sparse and Compressive Sensing Techniques

Physical Sciences → Engineering → Computational Mechanics

Correntropy induced metric based graph regularized non-negative matrix factorization

Metrics

Citation History

Topics

Related Documents

Correntropy induced metric based graph regularized non-negative matrix factorization

Graph Regularized Non-negative Matrix Factorization By Maximizing Correntropy

Sparse robust graph-regularized non-negative matrix factorization based on correntropy

Robust Adaptive Graph Regularized Non-Negative Matrix Factorization

Graph-Regularized, Sparsity-Constrained Non-Negative Matrix Factorization with Earth Mover’s Distance Metric