Author:
Nguyen Phong Cao,Nga Cao Hong,Luong Huong Hoang
Publisher
Springer Nature Singapore
Reference31 articles.
1. Lee DD, Seung HS (2001) Algorithms for non-negative matrix factorization. Adv Neu Inf Proc Syst 14:556–562
2. Paatero P, Tapper U (1994) Positive matrix factorization: a non-negative factor model with optimal utilization of error estimates of data values. Environmetrics 5(2):111–126. https://doi.org/10.1002/env.3170050203
3. Gillis N (2014) The why and how of nonnegative matrix factorization. In: Suykens JAK, Signoretto M, Argynou A (eds) Regularization, optimization, kernels, and support vector machines. Chapman and Hall/CRC, New York, NY, USA, pp 257–291
4. Cai D, He X, Han J, Huang TS (2011) Graph regularized nonnegative matrix factorization for data representation. IEEE Trans Patt Anal Mach Intell 33(8):1548–1560. https://doi.org/10.1109/TPAMI.2010.231
5. Li Y et al (2013) Hierarchical non-negative matrix factorization (hNMF): a tissue pattern differentiation method for glioblastoma multiforme diagnosis using MRSI. NMR in Biomed 26(3):307–319. https://doi.org/10.1002/nbm.2850