Nonnegative matrix factorization and its applications in pattern recognition

Author:

Liu Weixiang,Zheng Nanning,You Qubo

Publisher

Springer Science and Business Media LLC

Subject

Multidisciplinary

Reference52 articles.

1. Hubert, L. J., Meulman, J. J., Heiser, W. J., Two purposes for matrix factorization: A historical appraisal, SIAM Review, 2000, 42: 68–82.

2. Duda, R. O., Hart, P. E., Stork, D. G., Pattern Classification, 2nd ed., New York: John Wiley & Sons, 2001.

3. Lee, D. D., Seung, H. S., Learning the parts of objects with nonnegative matrix factorization, Nature, 1999, 401: 788–791.

4. Paatero, P., Tapper, U., Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values, Environmetrics, 1994, 5: 111–126.

5. Lee, D. D., Seung, H. S., Algorithms for nonnegative matrix factorization, Advances in Neural Information Processing Systems 13 (eds. Leen, T., Dietterich, T., Tresp, V.), Cambridge: MIT Press, 2000.

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