GPU-Accelerated Non-negative Matrix Factorization for Text Mining
Faculty of Cybernetics, Taras Shevchenko National University of Kyiv, Ukraine
Natural Language Processing and Information Systems, Lecture Notes in Computer Science, Volume 7337/2012, 2012
An implementation of the non-negative matrix factorization algorithm for the purpose of text mining on graphics processing units is presented. Performance gains of more than one order of magnitude are obtained.
August 1, 2012 by hgpu