-
1
-
-
34547198396
-
Algorithms and applications for approximate nonnegative matrix factorization
-
Berry MW, Browne M, Langville AN, Pauca PV and Plemmons RJ 2007 Algorithms and applications for approximate nonnegative matrix factorization. Computational Statistics & Data Analysis 52(1), 155-173.
-
(2007)
Computational Statistics & Data Analysis
, vol.52
, Issue.1
, pp. 155-173
-
-
Berry, M.W.1
Browne, M.2
Langville, A.N.3
Pauca, P.V.4
Plemmons, R.J.5
-
2
-
-
36749071484
-
SVD based initialization: A head start for nonnegative matrix factorization
-
Boutsidis C and Gallopoulos E 2008 SVD based initialization: A head start for nonnegative matrix factorization. Pattern Recognition 41(4), 1350-1362.
-
(2008)
Pattern Recognition
, vol.41
, Issue.4
, pp. 1350-1362
-
-
Boutsidis, C.1
Gallopoulos, E.2
-
3
-
-
0003710380
-
LIBSVM: a library for support vector machines
-
Software available at
-
Chang CC and Lin CJ 2001 LIBSVM: a library for support vector machines. Software available at http://www.csie.ntu.edu.tw/~cjlin/libsvm.
-
(2001)
-
-
Chang, C.C.1
Lin, C.J.2
-
4
-
-
0034824884
-
Concept decompositions for large sparse text data using clustering
-
Dhillon IS and Modha DS 2001 Concept decompositions for large sparse text data using clustering. Machine Learning 42(1), 143-175.
-
(2001)
Machine Learning
, vol.42
, Issue.1
, pp. 143-175
-
-
Dhillon, IS.1
Modha, DS.2
-
6
-
-
33751097630
-
Fast Monte Carlo algorithms for matrices III: Computing a compressed approximate matrix decomposition
-
Drineas P, Kannan R and Mahoney MW 2004 Fast Monte Carlo algorithms for matrices III: Computing a compressed approximate matrix decomposition. SIAM Journal on Computing 36(1), 184-206.
-
(2004)
SIAM Journal on Computing
, vol.36
, Issue.1
, pp. 184-206
-
-
Drineas, P.1
Kannan, R.2
Mahoney, M.W.3
-
7
-
-
67650695614
-
E-mail classification for phishing defense
-
ECIR 2009, Toulouse, France, April 6-9, 2009. Proceedings (ed. Boughanem M, Berrut C, Mothe J and Soulé-Dupuy C), vol. 5478 of Lecture Notes in Computer Science. Springer.
-
Gansterer WN and Pölz D 2009 E-mail classification for phishing defense. In Advances in Information Retrieval, 31st European Conference on IR Research, ECIR 2009, Toulouse, France, April 6-9, 2009. Proceedings (ed. Boughanem M, Berrut C, Mothe J and Soulé-Dupuy C), vol. 5478 of Lecture Notes in Computer Science. Springer.
-
(2009)
In Advances in Information Retrieval, 31st European Conference on IR Research
-
-
Gansterer, W.N.1
Pölz, D.2
-
8
-
-
49049095978
-
Multi-level reputation-based greylisting
-
IEEE Computer Society, Barcelona, Spain.
-
Gansterer WN, Janecek A and Kumer KA 2008a Multi-level reputation-based greylisting. Proceedings of Third International Conference on Availability, Reliability and Security (ARES 2008), pp. 10-17. IEEE Computer Society, Barcelona, Spain.
-
(2008)
Proceedings of Third International Conference on Availability, Reliability and Security (ARES 2008)
, pp. 10-17
-
-
Gansterer, W.N.1
Janecek, A.2
Kumer, K.A.3
-
10
-
-
0004168818
-
Matrix Computations (Johns Hopkins Studies in Mathematical Sciences)
-
The Johns Hopkins University Press.
-
Golub GH and Van Loan CF 1996 Matrix Computations (Johns Hopkins Studies in Mathematical Sciences). The Johns Hopkins University Press.
-
(1996)
-
-
Golub, G.H.1
Van Loan, C.F.2
-
11
-
-
0004125042
-
Factor Analysis 2nd edn
-
Lawrence Erlbaum.
-
Gorsuch RL 1983 Factor Analysis 2nd edn. Lawrence Erlbaum.
-
(1983)
-
-
Gorsuch, R.L.1
-
15
-
-
0033592606
-
Learning the parts of objects by non-negative matrix factorization
-
Lee DD and Seung HS 1999 Learning the parts of objects by non-negative matrix factorization. Nature 401(6755), 788-791.
-
(1999)
Nature
, vol.401
, Issue.6755
, pp. 788-791
-
-
Lee, DD.1
Seung, H.S.2
-
19
-
-
0028561099
-
Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values
-
Paatero P and 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.
-
(1994)
Environmetrics
, vol.5
, Issue.2
, pp. 111-126
-
-
Paatero, P.1
Tapper, U.2
-
21
-
-
58149520173
-
Considerations on parallelizing nonnegative matrix factorization for hyperspectral data unmixing
-
Robila S and Maciak L 2009 Considerations on parallelizing nonnegative matrix factorization for hyperspectral data unmixing. Geoscience and Remote Sensing Letters 6(1), 57-61.
-
(2009)
Geoscience and Remote Sensing Letters
, vol.6
, Issue.1
, pp. 57-61
-
-
Robila, S.1
Maciak, L.2
-
22
-
-
3042684732
-
Seeding non-negative matrix factorization with the spherical k-means clustering
-
Master's Thesis, University of Colorado.
-
Wild SM 2002 Seeding non-negative matrix factorization with the spherical k-means clustering. Master's Thesis, University of Colorado.
-
(2002)
-
-
Wild, S.M.1
-
24
-
-
12344317125
-
Improving non-negative matrix factorizations through structured initialization
-
Wild SM, Curry JH and Dougherty A 2004 Improving non-negative matrix factorizations through structured initialization. Pattern Recognition 37(11), 2217-2232.
-
(2004)
Pattern Recognition
, vol.37
, Issue.11
, pp. 2217-2232
-
-
Wild, S.M.1
Curry, J.H.2
Dougherty, A.3
|