V. Paúl Pauca

Algorithms and applications for approximate nonnegative matrix factorization

Michael W. Berry, Murray Browne, Amy N. Langville et al. · Computational Statistics & Data Analysis · 2006 · 1.5K citations

Computing, Computer Science, Mathematics +12

Document clustering using nonnegative matrix factorization

Farial Shahnaz, Michael W. Berry, V. Paúl Pauca et al. · Information Processing & Management · 2005 · 608 citations

Computing, Computer Science, Data Mining +9

Nonnegative matrix factorization for spectral data analysis

V. Paúl Pauca, Jonathan Piper, Robert J. Plemmons · Linear Algebra and its Applications · 2005 · 592 citations

Computing, Data Science, Spectroscopic Analysis +13

Text Mining using Non-Negative Matrix Factorizations

V. Paúl Pauca, Farial Shahnaz, Michael W. Berry et al. · 2004 · 310 citations

Computing, Computer Science, Data Mining +16

Tensor methods for hyperspectral data analysis: a space object material identification study

Qiang Zhang, Han Wang, Robert J. Plemmons et al. · Journal of the Optical Society of America A · 2008 · 98 citations

Natural Sciences, Computer Science, Materials Science +12