-
1
-
-
34547198396
-
Algorithms and applications for approximation nonnegative matrix factorization
-
M.W. Berry, M. Browne, A.N. Langvile, V.P. Pauca, R.J. Plemmons, Algorithms and applications for approximation nonnegative matrix factorization, Comput. Stat. Data An., 52 (2007), 115-173.
-
(2007)
Comput. Stat. Data An.
, vol.52
, pp. 115-173
-
-
Berry, M.W.1
Browne, M.2
Langvile, A.N.3
Pauca, V.P.4
Plemmons, R.J.5
-
2
-
-
36749071484
-
SVD based initialization: A head start of nonnegative matrix factorization
-
C. Boutsidis, E. Gallopoulos, SVD based initialization: A head start of nonnegative matrix factorization, Pattern Recogn., 41 (2008), 1350-1362.
-
(2008)
Pattern Recogn.
, vol.41
, pp. 1350-1362
-
-
Boutsidis, C.1
Gallopoulos, E.2
-
4
-
-
84863235911
-
NMFLAB MATLAB toolbox for vsugunar@yahoo.co.in nonnegative matrix factorization
-
A. Cichocki, R. Zdunek, NMFLAB MATLAB toolbox for vsugunar@yahoo.co.in nonnegative matrix factorization. URL: http://www.bsp.brain.riken.jp/ICALAB/nmflab.html/.
-
-
-
Cichocki, A.1
Zdunek, R.2
-
6
-
-
33749255098
-
On the equivalence of nonnegative matrix factoriation and spectral clustering
-
C. Ding, X. He, H.D. Simon, On the equivalence of nonnegative matrix factoriation and spectral clustering, In: SIAM Data Mining Conf, 2005.
-
(2005)
SIAM Data Mining Conf
-
-
Ding, C.1
He, X.2
Simon, H.D.3
-
7
-
-
33749575326
-
Orthogonal nonnegative matrix t-factorizations for clustering
-
ACM
-
C. Ding, T. Li, W. Peng, H. Park, Orthogonal nonnegative matrix t-factorizations for clustering. In: KDD '06: Proc. 12th ACM SIGKDD Internat. Conf. on Knowledge Discovery and Data Mining, ACM, 2006, 126-135.
-
(2006)
KDD '06: Proc. 12th ACM SIGKDD Internat. Conf. on Knowledge Discovery and Data Mining
, pp. 126-135
-
-
Ding, C.1
Li, T.2
Peng, W.3
Park, H.4
-
8
-
-
9244259543
-
Nonnegative ranks, decomposition, and factorizations of nonnegative matrices
-
J. Cohen, U. Rothblum, Nonnegative ranks, decomposition, and factorizations of nonnegative matrices, Linear Algerbra Appl., 190 (1993), 149-168.
-
(1993)
Linear Algerbra Appl.
, vol.190
, pp. 149-168
-
-
Cohen, J.1
Rothblum, U.2
-
9
-
-
0019576431
-
A Lanczos algorithm for computing the singular values and corrsponding singular vectors of a matrix
-
J. Cullum, R.A. Willoughby, and M. Lake, A Lanczos algorithm for computing the singular values and corrsponding singular vectors of a matrix, ACM T. Math. Software, 7 (1981), 140-169.
-
(1981)
ACM T. Math. Software
, vol.7
, pp. 140-169
-
-
Cullum, J.1
Willoughby, R.A.2
Lake, M.3
-
10
-
-
33750605056
-
-
SIAM, Philadelphia, PA, USA
-
L. Elden, Matrix Methods in Data Mining and Pattern Recognition, SIAM, Philadelphia, PA, USA, 2007.
-
(2007)
Matrix Methods in Data Mining and Pattern Recognition
-
-
Elden, L.1
-
11
-
-
0004236492
-
-
3rd ed., The Johns Hopkins University Press, Baltimore, MD
-
G.H. Gloub and C.F. Van Loan, Matrix Computation, 3rd ed., The Johns Hopkins University Press, Baltimore, MD. 1996.
-
(1996)
Matrix Computation
-
-
Gloub, G.H.1
Van Loan, C.F.2
-
12
-
-
0001930482
-
Matrix nearest problems and applications
-
M. Gover, S. Barnett (Eds.) Oxford University Press
-
N.J. Higham, Matrix nearest problems and applications, in: M. Gover, S. Barnett (Eds.), Applications of Matrix Theory, Oxford University Press, 1989, pp. 1-27.
-
(1989)
Applications of Matrix Theory
, pp. 1-27
-
-
Higham, N.J.1
-
13
-
-
84899021859
-
Unsupervised learning by convex and coinc coding
-
D.D. Lee, H.S. Seung, Unsupervised learning by convex and coinc coding, Adv. Neural Inf. Process. Syst, 9 (1997) 515-521.
-
(1997)
Adv. Neural Inf. Process. Syst
, vol.9
, pp. 515-521
-
-
Lee, D.D.1
Seung, H.S.2
-
15
-
-
74449083451
-
Francois glineur using underapproximations for sparse nonnegative matrix factorization
-
Nicolas Gillis, Francois Glineur Using Underapproximations for Sparse Nonnegative Matrix Factorization, Pattern Recogn., (2010), 1676-1687.
-
(2010)
Pattern Recogn.
, pp. 1676-1687
-
-
Gillis, N.1
-
16
-
-
0030954231
-
Least squares formulation of robust non-negative factor analysis
-
P. Paatero, Least squares formulation of robust non-negative factor analysis, Chemometr. Intell. lab., 37 (1997), 23-35.
-
(1997)
Chemometr. Intell. Lab.
, vol.37
, pp. 23-35
-
-
Paatero, P.1
-
17
-
-
0028561099
-
Positive matrix factorization: a non-negative factor model with optimal utilization of error estiamtes of data values
-
P. Paatero, U. Tapper, Positive matrix factorization: a non-negative factor model with optimal utilization of error estiamtes of data values, Environmetrics, 5 (1994), 111-126.
-
(1994)
Environmetrics
, vol.5
, pp. 111-126
-
-
Paatero, P.1
Tapper, U.2
-
18
-
-
53849148874
-
Errors analysis of the Lanczos algorithm for tridiagonalizaing a symmetric matrix
-
C.C. Paige, Errors analysis of the Lanczos algorithm for tridiagonalizaing a symmetric matrix, J. Inst. Math. Appl., 18 (1976), 341-349.
-
(1976)
J. Inst. Math. Appl.
, vol.18
, pp. 341-349
-
-
Paige, C.C.1
-
19
-
-
9444267266
-
On the convergence of bound optimization algorithms
-
Morgan Kanfamann, Los Altos, CA
-
R. Salakhutdinov, S. Roweis, Z. Ghahramani, On the convergence of bound optimization algorithms, in: Proceedings of the 19th Conference in Uncertainty in Artifical Intelligence (UAI'03), Morgan Kanfamann, Los Altos, CA, 2003, 509-516.
-
(2003)
Proceedings of the 19th Conference in Uncertainty in Artifical Intelligence (UAI'03)
, pp. 509-516
-
-
Salakhutdinov, R.1
Roweis, S.2
Ghahramani, Z.3
-
20
-
-
0034510473
-
Low-rank matrix approximation using Lanczos bidiagonalization process with applications
-
H.D. Simon and H. Zha, Low-rank Matrix Approximation Using Lanczos Bidiagonalization Process with Applications, SIAM J. Sci. Comput, 21:6 (2000), 2257-2274.
-
(2000)
SIAM J. Sci. Comput.
, vol.21
, Issue.6
, pp. 2257-2274
-
-
Simon, H.D.1
Zha, H.2
-
21
-
-
77955430417
-
Orthogonal nonnegative matrix tri-factorization for co-clustering: Multiplicative updates on Stiefel manifolds
-
Jiho Yoo, and Seungjin Choi, Orthogonal nonnegative matrix tri-factorization for co-clustering: Multiplicative updates on Stiefel manifolds, Inform. Process. Manag., 46 (2010), 559-570.
-
(2010)
Inform. Process. Manag.
, vol.46
, pp. 559-570
-
-
Yoo, J.1
Choi, S.2
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