-
1
-
-
0033592606
-
Learning of the parts of objects by non-negative matrix factorization
-
Lee, D.D., Seung, H.S.: Learning of the parts of objects by non-negative matrix factorization. Nature 401 (1999) 788-791.
-
(1999)
Nature
, vol.401
, pp. 788-791
-
-
Lee, D.D.1
Seung, H.S.2
-
2
-
-
18444370569
-
Nonnegative features of spectro-temporal sounds for classification
-
Cho, Y.C., Choi, S.: Nonnegative features of spectro-temporal sounds for classification. Pattern Recognition Letters 26 (2005) 1327-1336.
-
(2005)
Pattern Recognition Letters
, vol.26
, pp. 1327-1336
-
-
Cho, Y.C.1
Choi, S.2
-
3
-
-
1242263422
-
Recovery of constituent spectra using non-negative matrix factorization
-
Wavelets: Applications in Signal and Image Processing
-
Sajda, P., Du, S., Parra, L.: Recovery of constituent spectra using non-negative matrix factorization. In: Proceedings of SPIE - Volume 5207, Wavelets: Applications in Signal and Image Processing (2003) 321-331.
-
(2003)
Proceedings of SPIE
, vol.5207
, pp. 321-331
-
-
Sajda, P.1
Du, S.2
Parra, L.3
-
4
-
-
0041339710
-
Introducing a weighted nonnegative matrix factorization for image classification
-
Guillamet, D., Vitri'a, J., Schiele, B.: Introducing a weighted nonnegative matrix factorization for image classification. Pattern Recognition Letters 24 (2004) 2447 -2454
-
(2004)
Pattern Recognition Letters
, vol.24
, pp. 2447-2454
-
-
Guillamet, D.1
Vitri'a, J.2
Schiele, B.3
-
5
-
-
33746217035
-
Non-negative matrix factorization with orthogonality constraints for chemical agent detection in Raman spectra
-
Mystic USA
-
Li, H., Adali, T., W. Wang, D.E.: Non-negative matrix factorization with orthogonality constraints for chemical agent detection in Raman spectra. In: IEEE Workshop on Machine Learning for Signal Processing), Mystic USA (2005)
-
(2005)
IEEE Workshop on Machine Learning for Signal Processing
-
-
Li, H.1
Adali, T.W.2
Wang, D.E.3
-
6
-
-
33745683306
-
Csiszar's divergences for non-negative matrix factorization: Family of new algorithms
-
Cichocki, A., Zdunek, R., Amari, S.: Csiszar's divergences for non-negative matrix factorization: Family of new algorithms. Springer LNCS 3889 (2006) 32-39
-
(2006)
Springer LNCS
, vol.3889
, pp. 32-39
-
-
Cichocki, A.1
Zdunek, R.2
Amari, S.3
-
7
-
-
0028561099
-
Positive matrix factorization: A nonnegative factor model with optimal utilization of error estimates of data values
-
Paatero, P., Tapper, U.: Positive matrix factorization: A nonnegative factor model with optimal utilization of error estimates of data values. Environmetrics 5 (1994) 111-126
-
(1994)
Environmetrics
, vol.5
, pp. 111-126
-
-
Paatero, P.1
Tapper, U.2
-
9
-
-
84900510076
-
Non-negative matrix factorization with sparseness constraints
-
Hoyer, P.: Non-negative matrix factorization with sparseness constraints. Journal of Machine Learning Research 5 (2004) 1457-1469.
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 1457-1469
-
-
Hoyer, P.1
-
10
-
-
33745701339
-
A generalized divergence measure for nonnegative matrix factorization
-
Torun, Poland
-
Kompass, R.: A generalized divergence measure for nonnegative matrix factorization, Neuroinfomatics Workshop, Torun, Poland (2005)
-
(2005)
Neuroinfomatics Workshop
-
-
Kompass, R.1
-
11
-
-
84864031935
-
Generalized nonnegative matrix approximations with Bregman divergences
-
Vancouver Canada
-
Dhillon, I., Sra, S.: Generalized nonnegative matrix approximations with Bregman divergences. In: NIPS -Neural Information Proc. Systems, Vancouver Canada. (2005)
-
(2005)
NIPS -Neural Information Proc. Systems
-
-
Dhillon, I.1
Sra, S.2
-
12
-
-
33746265501
-
Algorithms and applications for approximate nonnegative matrix factorization
-
Berry, M., Browne, M., Langville, A., Pauca, P., Plemmons, R.: Algorithms and applications for approximate nonnegative matrix factorization. Computational Statistics and Data Analysis (2006) http://www.wfu.edu/~plemmons/ papers.htm.
-
(2006)
Computational Statistics and Data Analysis
-
-
Berry, M.1
Browne, M.2
Langville, A.3
Pauca, P.4
Plemmons, R.5
-
14
-
-
0034854666
-
Use of nonnegative matrix factorization for language model adaptation in a lecture transcription task
-
Salt Lake City, UT
-
Novak, M., Mammone, R.: Use of nonnegative matrix factorization for language model adaptation in a lecture transcription task. In: Proceedings of the 2001 IEEE Conference on Acoustics, Speech and Signal Processing. Volume 1., Salt Lake City, UT (2001) 541-544
-
(2001)
Proceedings of the 2001 IEEE Conference on Acoustics, Speech and Signal Processing
, vol.1
, pp. 541-544
-
-
Novak, M.1
Mammone, R.2
-
15
-
-
84945251718
-
Local nonnegative matrix factorization as a visual representation
-
Cambridge, MA
-
Feng, T., Li, S.Z., Shum, H.Y., Zhang, H.: Local nonnegative matrix factorization as a visual representation. In: Proceedings of the 2nd International Conference on Development and Learning, Cambridge, MA (2002) 178-193
-
(2002)
Proceedings of the 2nd International Conference on Development and Learning
, pp. 178-193
-
-
Feng, T.1
Li, S.Z.2
Shum, H.Y.3
Zhang, H.4
-
16
-
-
33947693835
-
Constrained non-negative matrix factorization method for EEC analysis in early detection of Alzheimer's disease
-
Toulouse, France
-
Chen, Z., Cichocki, A., Rutkowski, T.: Constrained non-negative matrix factorization method for EEC analysis in early detection of Alzheimer's disease. In: IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-2006, Toulouse, France (2006)
-
(2006)
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-2006
-
-
Chen, Z.1
Cichocki, A.2
Rutkowski, T.3
-
19
-
-
33746265328
-
An interior-point gradient method for large-scale totally nonnegative least squares problems
-
Department of Computational and Applied Mathematics, Rice University, Houston, Texas, USA
-
Merritt, M., Zhang, Y.: An interior-point gradient method for large-scale totally nonnegative least squares problems. Technical report, Department of Computational and Applied Mathematics, Rice University, Houston, Texas, USA (2004)
-
(2004)
Technical Report
-
-
Merritt, M.1
Zhang, Y.2
-
20
-
-
0040673441
-
Robust blind source separation by beta-divergence
-
Minami, M., Eguchi, S.: Robust blind source separation by beta-divergence. Neural Computation 14 (2002) 1859-1886
-
(2002)
Neural Computation
, vol.14
, pp. 1859-1886
-
-
Minami, M.1
Eguchi, S.2
-
22
-
-
0141642753
-
Information measures: A critical survey
-
Academia Prague
-
Csiszár, I.: Information measures: A critical survey. In: Prague Conference on Information Theory, Academia Prague. Volume A. (1974) 73-86.
-
(1974)
Prague Conference on Information Theory
, vol.A
, pp. 73-86
-
-
Csiszár, I.1
-
24
-
-
85041123735
-
Divergence function, duality and convex analysis
-
Zhang, J.: Divergence function, duality and convex analysis. Neural Computation 16 (2004) 159-195.
-
(2004)
Neural Computation
, vol.16
, pp. 159-195
-
-
Zhang, J.1
-
25
-
-
14844349201
-
Gradient-based manipulation of non-parametric entropy estimates
-
Schraudolf, N.: Gradient-based manipulation of non-parametric entropy estimates. IEEE Trans, on Neural Networks 16 (2004) 159-195.
-
(2004)
IEEE Trans, on Neural Networks
, vol.16
, pp. 159-195
-
-
Schraudolf, N.1
-
26
-
-
0031675604
-
Accelerating the EMML algorithm and related iterative algorithms by rescaled block-iterative (RBI) methods
-
Byrne, C.: Accelerating the EMML algorithm and related iterative algorithms by rescaled block-iterative (RBI) methods. IEEE Transactions on Image Processing 7 (1998) 100-109.
-
(1998)
IEEE Transactions on Image Processing
, vol.7
, pp. 100-109
-
-
Byrne, C.1
-
27
-
-
14844366632
-
Choosing parameters in block-iterative or ordered subset reconstruction algorithms
-
Byrne, C.: Choosing parameters in block-iterative or ordered subset reconstruction algorithms. IEEE Transactions on Image Progressing 14 (2005) 321-327
-
(2005)
IEEE Transactions on Image Progressing
, vol.14
, pp. 321-327
-
-
Byrne, C.1
-
29
-
-
0029587111
-
Information geometry of the em and em algorithms for neural networks
-
Amari, S.: Information geometry of the EM and em algorithms for neural networks. Neural Networks 8 (1995) 1379-1408.
-
(1995)
Neural Networks
, vol.8
, pp. 1379-1408
-
-
Amari, S.1
|