Fast Nonnegative Matrix Factorization: An Active-Set-Like Method and Comparisons
Work
Year: 2011
Type: article
Abstract: Nonnegative matrix factorization (NMF) is a dimension reduction method that has been widely used for numerous applications, including text mining, computer vision, pattern discovery, and bioinformatic... more
Authors Jingu Kim, Haesun Park
Institution Georgia Institute of Technology
Cites: 35
Cited by: 326
Related to: 10
FWCI: 22.8
Citation percentile (by year/subfield): 99.99
Subfield: Computational Mechanics
Field: Engineering
Domain: Physical Sciences
Sustainable Development Goal Responsible consumption and production
Open Access status: green