-
1
-
-
0028561099
-
Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values
-
P. Paatero and U. Tapper, "Positive matrix factorization: a non-negative factor model with optimal utilization of error estimates of data values," Environmetrics, vol. 5, pp. 111-126, 1994.
-
(1994)
Environmetrics
, vol.5
, pp. 111-126
-
-
Paatero, P.1
Tapper, U.2
-
2
-
-
0033592606
-
Learning the parts of objects by non-negative matrix factorization
-
D. D. Lee and H. S. Seung, "Learning the parts of objects by non-negative matrix factorization," Nature, vol. 401, pp. 788-791, 1999.
-
(1999)
Nature
, vol.401
, pp. 788-791
-
-
Lee, D.D.1
Seung, H.S.2
-
3
-
-
2942588993
-
Text mining using non-negative matrix factorizations
-
April
-
V. P. Pauca, F. Shahnaz, M. W. Berry, and R. J. Plemmons, "Text mining using non-negative matrix factorizations," in Proc. SIAM Int'l Conf. Data Mining (SDM'04), April 2004.
-
(2004)
Proc. SIAM Int'l Conf. Data Mining (SDM'04)
-
-
Pauca, V.P.1
Shahnaz, F.2
Berry, M.W.3
Plemmons, R.J.4
-
4
-
-
0037810449
-
Subsystem identification through dimensionality reduction of large-scale gene expression data
-
P. M. Kim and B. Tidor, "Subsystem identification through dimensionality reduction of large-scale gene expression data," Genome Research, vol. 13, pp. 1706-1718, 2003.
-
(2003)
Genome Research
, vol.13
, pp. 1706-1718
-
-
Kim, P.M.1
Tidor, B.2
-
5
-
-
1642529511
-
Metagenes and molecular pattern discovery using matrix factorization
-
J. P. Brunet, P. Tamayo, T. R. Golub, and J. P. Mesirov, "Metagenes and molecular pattern discovery using matrix factorization," Proc. Natl Acad. Sci. USA, vol. 101, no. 12, pp. 4164-4169, 2004.
-
(2004)
Proc. Natl Acad. Sci. USA
, vol.101
, Issue.12
, pp. 4164-4169
-
-
Brunet, J.P.1
Tamayo, P.2
Golub, T.R.3
Mesirov, J.P.4
-
6
-
-
27744601822
-
Improving molecular cancer class discovery through sparse non-negative matrix factorization
-
Y. Gao and G. Church, "Improving molecular cancer class discovery through sparse non-negative matrix factorization," Bioinformatics, vol. 21, no. 21, pp. 3970-3975, 2005.
-
(2005)
Bioinformatics
, vol.21
, Issue.21
, pp. 3970-3975
-
-
Gao, Y.1
Church, G.2
-
7
-
-
47649121337
-
Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis, 2007, Bioinformatics
-
to appear
-
H. Kim and H. Park, "Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis," 2007, Bioinformatics, to appear.
-
-
-
Kim, H.1
Park, H.2
-
8
-
-
84893692774
-
Non-negative matrix factorization via alternating non-negativity-constrained least squares and active set method
-
submitted
-
_, "Non-negative matrix factorization via alternating non-negativity-constrained least squares and active set method," 2007, submitted.
-
(2007)
-
-
Kim, H.1
Park, H.2
-
9
-
-
0001093042
-
Algorithms for non-negative matrix factorization
-
Online, Available
-
D. D. Lee and H. S. Seung, "Algorithms for non-negative matrix factorization," in Proceedings of Neural Information Processing Systems, 2000, pp. 556-562. [Online]. Available: http://citeseer.ist.psu. edu/lee01algorithms.html
-
(2000)
Proceedings of Neural Information Processing Systems
, pp. 556-562
-
-
Lee, D.D.1
Seung, H.S.2
-
11
-
-
0034648432
-
The N-way Toolbox for MATLAB
-
C. A. Andersson and R. Bro, "The N-way Toolbox for MATLAB," Chemometrics and Intelligent Laboratory Systems, vol. 52, no. 1, pp. 1-4, 2000.
-
(2000)
Chemometrics and Intelligent Laboratory Systems
, vol.52
, Issue.1
, pp. 1-4
-
-
Andersson, C.A.1
Bro, R.2
-
12
-
-
0002740437
-
Foundations of the PARAFAC procedure: Models and conditions for an "explanatory" multimodal factor analysis
-
R. A. Harshman, "Foundations of the PARAFAC procedure: models and conditions for an "explanatory" multimodal factor analysis," UCLA working papers in phonetics, vol. 16, no. 16, pp. 1-84, 1970.
-
(1970)
UCLA working papers in phonetics
, vol.16
, Issue.16
, pp. 1-84
-
-
Harshman, R.A.1
-
13
-
-
0642334046
-
A fast non-negativity-constrained least squares algorithm
-
R. Bro and S. de Jong, "A fast non-negativity-constrained least squares algorithm," J. Chemometrics, vol. 11, pp. 393-401, 1997.
-
(1997)
J. Chemometrics
, vol.11
, pp. 393-401
-
-
Bro, R.1
de Jong, S.2
-
15
-
-
47649113524
-
User's Guide
-
MATLAB, The MathWorks, Inc
-
MATLAB, User's Guide. Natick, MA 01760: The MathWorks, Inc., 1992.
-
(1992)
Natick, MA 01760
-
-
-
18
-
-
47649111782
-
-
C. J. Lin, Projected gradient methods for non-negative matrix factorization, Department of Computer Science, National Taiwan University, Tech. Rep. Information and Support Service ISSTECH-95-013, 2005.
-
C. J. Lin, "Projected gradient methods for non-negative matrix factorization," Department of Computer Science, National Taiwan University, Tech. Rep. Information and Support Service ISSTECH-95-013, 2005.
-
-
-
-
19
-
-
34547429304
-
Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares
-
D.-Z. Du, Ed, Nov
-
H. Kim and H. Park, "Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares," in Proceedings of the IASTED International Conference on Computational and Systems Biology (CASB2006), D.-Z. Du, Ed., Nov. 2006, pp. 95-100.
-
(2006)
Proceedings of the IASTED International Conference on Computational and Systems Biology (CASB2006)
, pp. 95-100
-
-
Kim, H.1
Park, H.2
-
20
-
-
34547453725
-
Cancer class discovery using non-negative matrix factorization based on alternating non-negativity-constrained least squares
-
May
-
_, "Cancer class discovery using non-negative matrix factorization based on alternating non-negativity-constrained least squares," in Springer Verlag Lecture Notes in Bioinformatics (LNBI), vol. 4463, May 2007, pp. 477-487.
-
(2007)
Springer Verlag Lecture Notes in Bioinformatics (LNBI)
, vol.4463
, pp. 477-487
-
-
Kim, H.1
Park, H.2
-
21
-
-
24944500827
-
Fast algorithm for the solution of large-scale non-negativity-constrained least squares problems
-
M. H. van Benthem and M. R. Keenan, "Fast algorithm for the solution of large-scale non-negativity-constrained least squares problems," J. Chemometrics, vol. 18, pp. 441-450, 2004.
-
(2004)
J. Chemometrics
, vol.18
, pp. 441-450
-
-
van Benthem, M.H.1
Keenan, M.R.2
-
23
-
-
0034144758
-
A multilinear singular value decomposition
-
L. D. Lathauwer, B. D. Moor, and J. Vandewalle, "A multilinear singular value decomposition," SIAM J. Matrix Anal. Appl., vol. 21, pp. 1253-1278, 2000.
-
(2000)
SIAM J. Matrix Anal. Appl
, vol.21
, pp. 1253-1278
-
-
Lathauwer, L.D.1
Moor, B.D.2
Vandewalle, J.3
-
24
-
-
47649100606
-
Tensor rank and the ill-posedness of the best low-rank approximation problem
-
to appear
-
V. de Silva and L.-H. Lim, "Tensor rank and the ill-posedness of the best low-rank approximation problem," SIAM J. Matrix Anal. Appl., to appear, 2007.
-
(2007)
SIAM J. Matrix Anal. Appl
-
-
de Silva, V.1
Lim, L.-H.2
|