Separation of human and animal seismic signatures using non-negative matrix factorization

Learning the parts of objects by non-negative matrix factorization

Daniel D. Lee, H. Sebastian Seung · Nature · 1999 · 14.1K citations

Computing, Computer Science, Computer Vision +11

Algorithms for Non-negative Matrix Factorization

Daniel D. Lee, H. Sebastian Seung · 2000 · 5.5K citations

Computing, Computer Science, Mathematics +15

ALGORITHMS FOR NON-NEGATIVE MATRIX FACTORIZATION

D Seung, Lin-Wen Lee · 2001 · 4.8K citations

Computing, Computer Science, Mathematics +15

Non-negative sparse coding

Patrik O. Hoyer · 2003 · 805 citations

Computing, Computer Science, Machine Learning +12

When Does Non-Negative Matrix Factorization Give a Correct Decomposition into Parts?

David L. Donoho, Victoria Stodden · 2004 · 711 citations · Full text

Computing, Computer Science, Algorithms +9