-
1
-
-
0033592606
-
Learning the parts of objects by nonnegative matrix factorization
-
Lee DD, Seung SH (1999) Learning the parts of objects by nonnegative matrix factorization. Nature 401: 788-791.
-
(1999)
Nature
, vol.401
, pp. 788-791
-
-
Lee, D.D.1
Seung, S.H.2
-
2
-
-
84898964201
-
Algorithms for nonnegative matrix factorization
-
Lee DD, Seung SH (2001) Algorithms for nonnegative matrix factorization. Adv Neural Inform Process Syst 13: 556-562.
-
(2001)
Adv Neural Inform Process Syst
, vol.13
, pp. 556-562
-
-
Lee, D.D.1
Seung, S.H.2
-
3
-
-
0028561099
-
Positive matrix factorization: A nonnegative factor model with optimal utilization of error estimates of data values
-
Paatero P, Tapper U (1994) Positive matrix factorization: A nonnegative factor model with optimal utilization of error estimates of data values. Environmetrics 5: 111-126.
-
(1994)
Environmetrics
, vol.5
, pp. 111-126
-
-
Paatero, P.1
Tapper, U.2
-
4
-
-
0030954231
-
Least-squares formulation of robust non-negative factor analysis
-
Paatero P (1997) Least-squares formulation of robust non-negative factor analysis. Chemometrics Intelligent Laboratory Sys 37: 23-35.
-
(1997)
Chemometrics Intelligent Laboratory Sys
, vol.37
, pp. 23-35
-
-
Paatero, P.1
-
5
-
-
0033275630
-
The Multilinear Engine - A table-driven least squares program for solving multilinear problems, including the n-way parallel factor analysis model
-
Paatero P (1999) The Multilinear Engine - A table-driven least squares program for solving multilinear problems, including the n-way parallel factor analysis model. J Computational Graphical Stat 8: 854-888.
-
(1999)
J Computational Graphical Stat
, vol.8
, pp. 854-888
-
-
Paatero, P.1
-
6
-
-
48249090391
-
-
Juvela M, Lehtinen K, Paatero P (1994) The use of positive matrix factorization in the analysis of molecular line spectra from the thumbprint nebula. In: Clemens DP, Barvainis R, eds. Clouds, cores, and low mass stars. ASP Conference Series 65: 176-180.
-
Juvela M, Lehtinen K, Paatero P (1994) The use of positive matrix factorization in the analysis of molecular line spectra from the thumbprint nebula. In: Clemens DP, Barvainis R, eds. Clouds, cores, and low mass stars. ASP Conference Series 65: 176-180.
-
-
-
-
7
-
-
1542715788
-
The use of positive matrix factorization in the analysis of molecular line spectra
-
Juvela M, Lehtinen K, Paatero P (1996) The use of positive matrix factorization in the analysis of molecular line spectra. Mon Not R Astron Soc 280: 616-626.
-
(1996)
Mon Not R Astron Soc
, vol.280
, pp. 616-626
-
-
Juvela, M.1
Lehtinen, K.2
Paatero, P.3
-
9
-
-
0035683405
-
Learning representative local features for face detection. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition 1: I-1126-I-1131
-
13-15 June, Kauai, Hawaii
-
Chen X, Gu L, Li S-Z, Zhang H-J (2001) Learning representative local features for face detection. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition 1: I-1126-I-1131. IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 13-15 June 2000; Kauai, Hawaii.
-
(2000)
IEEE Computer Society Conference on Computer Vision and Pattern Recognition
-
-
Chen, X.1
Gu, L.2
Li, S.-Z.3
Zhang, H.-J.4
-
12
-
-
0037410684
-
Evaluation of distance metrics for recognition based on non-negative matrix factorization
-
Guillamet D, Vitri'a J (2003) Evaluation of distance metrics for recognition based on non-negative matrix factorization. Pattern Recognition Letters 24: 1599-1605.
-
(2003)
Pattern Recognition Letters
, vol.24
, pp. 1599-1605
-
-
Guillamet, D.1
Vitri'a, J.2
-
13
-
-
0041339710
-
Introducing a weighted non-negative matrix factorization for image classification
-
Guillamet D, Vitri'a J, Schiele B (2003) Introducing a weighted non-negative matrix factorization for image classification. Pattern Recognition Letters 24: 2447-2454.
-
(2003)
Pattern Recognition Letters
, vol.24
, pp. 2447-2454
-
-
Guillamet, D.1
Vitri'a, J.2
Schiele, B.3
-
14
-
-
48249116726
-
-
Rajapakse M, Wyse L (2003) NMF vs ICA for face recognition. In: Proceedings of the 3rd International Symposium on Image and Signal Processing and Analysis 2: 605-610. 3rd International Symposium on Image and Signal Processing and Analysis; 18-20 September 2003; Rome, Italy.
-
Rajapakse M, Wyse L (2003) NMF vs ICA for face recognition. In: Proceedings of the 3rd International Symposium on Image and Signal Processing and Analysis 2: 605-610. 3rd International Symposium on Image and Signal Processing and Analysis; 18-20 September 2003; Rome, Italy.
-
-
-
-
16
-
-
84898965722
-
-
Saul LK, Lee DD (2002) Multiplicative updates for classification by mixture models. In: Dietterich TG, Becker S, Ghahramani Z, eds (2002) Advances in neural and information processing systems, 14. Cambridge Massachussets: MIT Press. pp 897-904.
-
Saul LK, Lee DD (2002) Multiplicative updates for classification by mixture models. In: Dietterich TG, Becker S, Ghahramani Z, eds (2002) Advances in neural and information processing systems, volume 14. Cambridge Massachussets: MIT Press. pp 897-904.
-
-
-
-
17
-
-
11144327494
-
Fisher non-negative matrix factorization for learning local features
-
28-30 January, Jeju Island, Korea
-
Wang Y, Jia Y, Hu C, Turk M (2004) Fisher non-negative matrix factorization for learning local features. In: Proceedings of the 6th Asian Conference on Computer Vision 806-811. 6th Asian Conference on Computer Vision; 28-30 January 2004; Jeju Island, Korea.
-
(2004)
Proceedings of the 6th Asian Conference on Computer Vision 806-811. 6th Asian Conference on Computer Vision
-
-
Wang, Y.1
Jia, Y.2
Hu, C.3
Turk, M.4
-
18
-
-
12844250566
-
Efficient BRDF importance sampling using a factored representation
-
Lawrence J, Rusinkiewicz S, Ramamoorthi R (2004) Efficient BRDF importance sampling using a factored representation. ACM Trans Graph 23: 496-505.
-
(2004)
ACM Trans Graph
, vol.23
, pp. 496-505
-
-
Lawrence, J.1
Rusinkiewicz, S.2
Ramamoorthi, R.3
-
19
-
-
0035683536
-
Learning spatially localized, parts-based representations. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
-
December, Kauai, Hawaii
-
Li SZ, Hou X, Zhang H, Cheng Q (2001) Learning spatially localized, parts-based representations. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 1: 207-212. IEEE Conference on Computer Vision and Pattern Recognition; 8-14 December 2001; Kauai, Hawaii.
-
(2001)
IEEE Conference on Computer Vision and Pattern Recognition; 8-14
-
-
Li, S.Z.1
Hou, X.2
Zhang, H.3
Cheng, Q.4
-
20
-
-
25844488029
-
Document clustering using nonnegative matrix factorization. Information Processing and Management
-
Shahnaz F, Berry M (2006) Document clustering using nonnegative matrix factorization. Information Processing and Management: An International Journal 42: 373-386.
-
(2006)
An International Journal
, vol.42
, pp. 373-386
-
-
Shahnaz, F.1
Berry, M.2
-
21
-
-
2942588993
-
Text mining using nonnegative matrix factorizations
-
22-24 April, Lake Buena Vista, Florida
-
Pauca P, Shahnaz F, Berry M, Plemmons R (2004) Text mining using nonnegative matrix factorizations. In: Proceedings of the Fourth SIAM International Conference on Data Mining. Fourth SIAM International Conference on Data Mining; 22-24 April 2004, Lake Buena Vista, Florida.
-
(2004)
Proceedings of the Fourth SIAM International Conference on Data Mining. Fourth SIAM International Conference on Data Mining
-
-
Pauca, P.1
Shahnaz, F.2
Berry, M.3
Plemmons, R.4
-
22
-
-
33644638865
-
Discovering semantic features in the literature: A foundation for building functional associations
-
Chagoyen M, Carmona-Saez P, Shatkay H, Carazo JM, Pascual-Montano A (2006) Discovering semantic features in the literature: A foundation for building functional associations. BMC Bioinformatics 7: 41.
-
(2006)
BMC Bioinformatics
, vol.7
, pp. 41
-
-
Chagoyen, M.1
Carmona-Saez, P.2
Shatkay, H.3
Carazo, J.M.4
Pascual-Montano, A.5
-
23
-
-
84857841726
-
Nonnegative sparse coding. Neural Networks for Signal Processing XII 557-565
-
4-6 September, Martigny, Switzerland
-
Hoyer PO (2002) Nonnegative sparse coding. Neural Networks for Signal Processing XII 557-565. IEEE Workshop on Neural Networks for Signal Processing; 4-6 September 2002; Martigny, Switzerland.
-
(2002)
IEEE Workshop on Neural Networks for Signal Processing
-
-
Hoyer, P.O.1
-
24
-
-
0037780988
-
Modeling receptive fields with nonnegative sparse coding
-
Hoyer PO (2003) Modeling receptive fields with nonnegative sparse coding. Neurocomputing 52-54: 547-552.
-
(2003)
Neurocomputing
, vol.52-54
, pp. 547-552
-
-
Hoyer, P.O.1
-
25
-
-
84900510076
-
Nonnegative matrix factorization with sparseness constraints
-
Hoyer PO (2004) Nonnegative matrix factorization with sparseness constraints. J Mach Learn Res 5: 1457-1469.
-
(2004)
J Mach Learn Res
, vol.5
, pp. 1457-1469
-
-
Hoyer, P.O.1
-
26
-
-
0141564874
-
Non-negative matrix factorization for visual coding. In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing
-
6-10 April, Taiwan, China
-
Liu W, Zheng N, Lu X (2003) Non-negative matrix factorization for visual coding. In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing 3: 293-296. IEEE International Conference on Acoustics, Speech and Signal Processing; 6-10 April 2003; Taiwan, China.
-
(2003)
IEEE International Conference on Acoustics, Speech and Signal Processing
-
-
Liu, W.1
Zheng, N.2
Lu, X.3
-
27
-
-
33646404443
-
-
Li Y, Cichocki A (2003) Sparse representation of images using alternating linear programming. In: Proceedings of the 7th International Symposium on Signal Processing and Its Applications 1: 57-60. 7th International Symposium on Signal Processing and Its Applications; 1-4 July 2003; Paris, France.
-
Li Y, Cichocki A (2003) Sparse representation of images using alternating linear programming. In: Proceedings of the 7th International Symposium on Signal Processing and Its Applications 1: 57-60. 7th International Symposium on Signal Processing and Its Applications; 1-4 July 2003; Paris, France.
-
-
-
-
28
-
-
0035725021
-
Dimensionality reduction using non-negative matrix factorization for information retrieval. In: Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics
-
Man, and Cybernetics; 7-10 October, Tucson, Arizona
-
Tsuge S, Shishibori M, Kuroiwa S, Kita K (2001) Dimensionality reduction using non-negative matrix factorization for information retrieval. In: Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics 2: 960-965. IEEE International Conference on Systems, Man, and Cybernetics; 7-10 October, 2001; Tucson, Arizona.
-
(2001)
IEEE International Conference on Systems
-
-
Tsuge, S.1
Shishibori, M.2
Kuroiwa, S.3
Kita, K.4
-
30
-
-
0141815618
-
Discovering hierarchical speech features using convolutional non-negative matrix factorization. In: Proceedings of the International Joint Conference on Neural Networks
-
20-24 July; Portland, Oregon
-
Behnke S (2003) Discovering hierarchical speech features using convolutional non-negative matrix factorization. In: Proceedings of the International Joint Conference on Neural Networks 4: 2758-2763. International Joint Conference on Neural Network; 20-24 July; Portland, Oregon.
-
(2003)
International Joint Conference on Neural Network
-
-
Behnke, S.1
-
32
-
-
0034854666
-
Use of non-negative matrix factorization for language model adaptation in a lecture transcription task. In: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing
-
7-11 May, Salt Lake City, Utah
-
Novak M, Mammone R (2001) Use of non-negative matrix factorization for language model adaptation in a lecture transcription task. In: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing 1: 541-544. IEEE International Conference on Acoustics, Speech, and Signal Processing; 7-11 May 2001; Salt Lake City, Utah.
-
(2001)
IEEE International Conference on Acoustics, Speech, and Signal Processing
-
-
Novak, M.1
Mammone, R.2
-
37
-
-
84899786877
-
Nonnegative matrix factorization - A new paradigm for large-scale biological data analysis
-
6-10 August, Seattle, Washington
-
Devarajan K (2006) Nonnegative matrix factorization - A new paradigm for large-scale biological data analysis. In: Proceedings of the Joint Statistical Meetings. Joint Statistical Meetings; 6-10 August 2006; Seattle, Washington.
-
(2006)
Proceedings of the Joint Statistical Meetings. Joint Statistical Meetings
-
-
Devarajan, K.1
-
38
-
-
1642529511
-
Metagenes and molecular pattern discovery using nonnegative matrix factorization
-
Brunet J-P, Tamayo P, Golub T, Mesirov J (2004) Metagenes and molecular pattern discovery using nonnegative matrix factorization. Proc Natl Acad Sci U S A 101: 4164-4169.
-
(2004)
Proc Natl Acad Sci U S A
, vol.101
, pp. 4164-4169
-
-
Brunet, J.-P.1
Tamayo, P.2
Golub, T.3
Mesirov, J.4
-
39
-
-
48249143573
-
Molecular pattern discovery using non-negative matrix factorization based on Renyi's information measure
-
December, Auburn, Alabama. Available at:, Accessed June 24, 2008
-
Devarajan K, Ebrahimi N (2005) Molecular pattern discovery using non-negative matrix factorization based on Renyi's information measure. In: Proceedings of the XII SCMA International Conference; 2-4 December 2005; Auburn, Alabama. Available at: http://atlas-conferences.com/c/a/q/t/98.htm. Accessed June 24, 2008.
-
(2005)
Proceedings of the XII SCMA International Conference; 2-4
-
-
Devarajan, K.1
Ebrahimi, N.2
-
40
-
-
0037810449
-
Subsystem identification through dimensionality reduction of large-scale gene expression data
-
Kim P, Tidor B (2003) Subsystem identification through dimensionality reduction of large-scale gene expression data. Genome Res 13: 1706-1718.
-
(2003)
Genome Res
, vol.13
, pp. 1706-1718
-
-
Kim, P.1
Tidor, B.2
-
41
-
-
1642445486
-
Sensitive pattern discovery with 'fuzzy' alignments of distantly related proteins
-
Heger A, Holm L (2003) Sensitive pattern discovery with 'fuzzy' alignments of distantly related proteins. Bioinformatics 19: i130-i137.
-
(2003)
Bioinformatics
, vol.19
-
-
Heger, A.1
Holm, L.2
-
42
-
-
0038724494
-
Consensus clustering: A resampling-based method for class discovery and visualization in gene expression microarray data
-
Monti S, Tamayo P, Golub TR, Mesirov JP (2003) Consensus clustering: A resampling-based method for class discovery and visualization in gene expression microarray data. Mach Learn J 52: 91-118.
-
(2003)
Mach Learn
, vol.J 52
, pp. 91-118
-
-
Monti, S.1
Tamayo, P.2
Golub, T.R.3
Mesirov, J.P.4
-
43
-
-
27744601822
-
Improving molecular cancer class discovery through sparse non-negative matrix factorization
-
Gao Y, Church G (2005) Improving molecular cancer class discovery through sparse non-negative matrix factorization. Bioinformatics 21: 3970-3975.
-
(2005)
Bioinformatics
, vol.21
, pp. 3970-3975
-
-
Gao, Y.1
Church, G.2
-
45
-
-
33645769276
-
High-resolution genomic profiles define distinct clinico-pathogenic subgroups of multiple myeloma patients
-
Carrasco DR, Tonon G, Huang Y, Zhang Y, Sinha R, et al. (2006) High-resolution genomic profiles define distinct clinico-pathogenic subgroups of multiple myeloma patients. Cancer Cell 9: 313-325.
-
(2006)
Cancer Cell
, vol.9
, pp. 313-325
-
-
Carrasco, D.R.1
Tonon, G.2
Huang, Y.3
Zhang, Y.4
Sinha, R.5
-
47
-
-
31544468696
-
Nonsmooth nonnegative matrix factorization
-
Pascual-Montano P, Carazo JM, Kochi K, Lehmann D, Pascual-Marqui R (2006) Nonsmooth nonnegative matrix factorization. IEEE Trans Pattern Anal Mach Intell 28: 403-415.
-
(2006)
IEEE Trans Pattern Anal Mach Intell
, vol.28
, pp. 403-415
-
-
Pascual-Montano, P.1
Carazo, J.M.2
Kochi, K.3
Lehmann, D.4
Pascual-Marqui, R.5
-
48
-
-
33749049994
-
-
Pascual-Montano P, Carazo JM, Kochi K, Lehmann D, Pascual-Marqui R (2005) Two-way clustering of gene expression profiles by sparse matrix factorization. In: Proceedings of the Computational Systems Bioinformatics Conference, Workshops and Poster Abstracts; 103-104. Computational Systems Bioinformatics Conference; 8-11 August 2005; Stanford, California.
-
Pascual-Montano P, Carazo JM, Kochi K, Lehmann D, Pascual-Marqui R (2005) Two-way clustering of gene expression profiles by sparse matrix factorization. In: Proceedings of the Computational Systems Bioinformatics Conference, Workshops and Poster Abstracts; 103-104. Computational Systems Bioinformatics Conference; 8-11 August 2005; Stanford, California.
-
-
-
-
49
-
-
33645794993
-
Biclustering of gene expression data by non-smooth nonnegative matrix factorization
-
Carmona-Saez P, Pascual-Marqui RD, Tirado F, Carazo JM, Pascual-Montano A (2006) Biclustering of gene expression data by non-smooth nonnegative matrix factorization. BMC Bioinformatics 7: 78.
-
(2006)
BMC Bioinformatics
, vol.7
, pp. 78
-
-
Carmona-Saez, P.1
Pascual-Marqui, R.D.2
Tirado, F.3
Carazo, J.M.4
Pascual-Montano, A.5
-
50
-
-
33747621839
-
bioNMF: A versatile tool for non-negative matrix factorization in biology
-
Pascual-Montano A, Carmona-Saez P, Chagoyen M, Tirado F, Carazo JM, et al. (2006) bioNMF: A versatile tool for non-negative matrix factorization in biology. BMC Bioinformatics 28: 366.
-
(2006)
BMC Bioinformatics
, vol.28
, pp. 366
-
-
Pascual-Montano, A.1
Carmona-Saez, P.2
Chagoyen, M.3
Tirado, F.4
Carazo, J.M.5
-
51
-
-
33646181805
-
LS-NMF: A modified non-negative matrix factorization algorithm utilizing uncertainty estimates
-
Wang G, Kossenkov AV, Ochs MF (2005) LS-NMF: A modified non-negative matrix factorization algorithm utilizing uncertainty estimates. BMC Bioinformatics 7: 175.
-
(2005)
BMC Bioinformatics
, vol.7
, pp. 175
-
-
Wang, G.1
Kossenkov, A.V.2
Ochs, M.F.3
-
52
-
-
0034747024
-
YPD, PombePD and WormPD: Model organism volumes of the BioKnowledge library, an integrated resource for protein information
-
Costanzo MC, Crawford ME, Hirschman JE, Kranz KE, Olsen P, et al. (2001) YPD, PombePD and WormPD: Model organism volumes of the BioKnowledge library, an integrated resource for protein information. Nucleic Acids Res 29: 75-79.
-
(2001)
Nucleic Acids Res
, vol.29
, pp. 75-79
-
-
Costanzo, M.C.1
Crawford, M.E.2
Hirschman, J.E.3
Kranz, K.E.4
Olsen, P.5
-
53
-
-
33845903308
-
Inferential, robust non-negative matrix factorization analysis of microarray data
-
November 8, Epub ahead of print
-
Fogel P, Young SS, Hawkins DM, Ledirac N (2007) Inferential, robust non-negative matrix factorization analysis of microarray data. Bioinformatics 23:44-9. [November 8, 2006, Epub ahead of print].
-
(2006)
Bioinformatics
, vol.23
, pp. 44-49
-
-
Fogel, P.1
Young, S.S.2
Hawkins, D.M.3
Ledirac, N.4
-
55
-
-
33846062389
-
Automated estimation of tumor probability in prostate magnetic resonance spectroscopic imaging: Pattern recognition vs. quantification
-
Kelm BM, Menze BH, Zechmann CM, Baudendistel KT, Hamprecht FA (2007) Automated estimation of tumor probability in prostate magnetic resonance spectroscopic imaging: pattern recognition vs. quantification. Magn Reson Med 57: 150-159.
-
(2007)
Magn Reson Med
, vol.57
, pp. 150-159
-
-
Kelm, B.M.1
Menze, B.H.2
Zechmann, C.M.3
Baudendistel, K.T.4
Hamprecht, F.A.5
-
56
-
-
48249088831
-
Improving profile-profile alignment feature for fold-recognition using nonnegative matrix factorization
-
September, Pohang, Korea
-
Jung I, Lee J, Kim H, Lee S-Y, Kim D (2006) Improving profile-profile alignment feature for fold-recognition using nonnegative matrix factorization. In: Proceedings of the Seventh International Conference of the Korean Society for Bioinformatics; 22-27. Seventh International Conference of the Korean Society for Bioinformatics; 14-16 September 2006; Pohang, Korea.
-
(2006)
Proceedings of the Seventh International Conference of the Korean Society for Bioinformatics; 22-27. Seventh International Conference of the Korean Society for Bioinformatics; 14-16
-
-
Jung, I.1
Lee, J.2
Kim, H.3
Lee, S.-Y.4
Kim, D.5
-
57
-
-
34347219009
-
Metagene projection for cross-platform, cross-species characterization of global transcriptional states
-
Tamayo P, Scanfield D, Ebert BL, Gillette MA, Roberts CWM, et al. (2007) Metagene projection for cross-platform, cross-species characterization of global transcriptional states. Proc Natl Acad Sci U S A 104: 5959-5964.
-
(2007)
Proc Natl Acad Sci U S A
, vol.104
, pp. 5959-5964
-
-
Tamayo, P.1
Scanfield, D.2
Ebert, B.L.3
Gillette, M.A.4
Roberts, C.W.M.5
-
58
-
-
29144453238
-
Inactivation of the Snf5 tumor suppressor stimulates cell cycle progression and cooperates with p53 loss in oncogenic transformation
-
Isakoff MS, Sansam CG, Tamayo P, Subramanian A, Evans JA, et al. (2005) Inactivation of the Snf5 tumor suppressor stimulates cell cycle progression and cooperates with p53 loss in oncogenic transformation. Proc Natl Acad Sci U S A 102: 17745-17750.
-
(2005)
Proc Natl Acad Sci U S A
, vol.102
, pp. 17745-17750
-
-
Isakoff, M.S.1
Sansam, C.G.2
Tamayo, P.3
Subramanian, A.4
Evans, J.A.5
-
59
-
-
25444482341
-
Links Theme discovery from gene lists for identification and viewing of multiple functional groups
-
Pehkonen P, Wong G, Toronen P (2005) Links Theme discovery from gene lists for identification and viewing of multiple functional groups. BMC Bioinformatics 6: 162.
-
(2005)
BMC Bioinformatics
, vol.6
, pp. 162
-
-
Pehkonen, P.1
Wong, G.2
Toronen, P.3
-
60
-
-
0034069495
-
Gene Ontology: Tool for the unification of biology. The Gene Ontology Consortium
-
Ashburner M, Ball CA, Blake JA, Botstein D, Butler H, et al. (2000) Gene Ontology: Tool for the unification of biology. The Gene Ontology Consortium. Nature Genet 25: 25-29.
-
(2000)
Nature Genet
, vol.25
, pp. 25-29
-
-
Ashburner, M.1
Ball, C.A.2
Blake, J.A.3
Botstein, D.4
Butler, H.5
-
61
-
-
33646196851
-
Matrix factorization algorithms for the identification of muscle synergies: Evaluation on simulated and experimental datasets
-
Tresch MC, Cheung VC, d'Avella A (2006) Matrix factorization algorithms for the identification of muscle synergies: Evaluation on simulated and experimental datasets. J Neurophysiol 95: 2199-2212.
-
(2006)
J Neurophysiol
, vol.95
, pp. 2199-2212
-
-
Tresch, M.C.1
Cheung, V.C.2
d'Avella, A.3
-
62
-
-
33751265534
-
Determining patterns in neural activity for reaching movements using nonnegative matrix factorization
-
Kim SP, Rao YN, Erdogmus D, Sanchez JC, Nicolelis MAL, et al. (2005) Determining patterns in neural activity for reaching movements using nonnegative matrix factorization, EURASIP J Appl Signal Processing 19: 3113-3121.
-
(2005)
EURASIP J Appl Signal Processing
, vol.19
, pp. 3113-3121
-
-
Kim, S.P.1
Rao, Y.N.2
Erdogmus, D.3
Sanchez, J.C.4
Nicolelis, M.A.L.5
-
63
-
-
19544367592
-
Dependencies between transcription factor binding sites: Comparison between ICA, NMF, PLSA and frequent sets
-
1-4 November, Brighton, United Kingdom
-
Hiisilä H, Bingham E (2004) Dependencies between transcription factor binding sites: Comparison between ICA, NMF, PLSA and frequent sets. In: Proceedings of the Fourth IEEE International Conference on Data Mining 114-121. Fourth IEEE International Conference on Data Mining; 1-4 November 2004; Brighton, United Kingdom.
-
(2004)
Proceedings of the Fourth IEEE International Conference on Data Mining 114-121. Fourth IEEE International Conference on Data Mining
-
-
Hiisilä, H.1
Bingham, E.2
-
64
-
-
0036170816
-
Color categories revealed by non-negative matrix factorization of Munsell color spectra
-
Buchsbaum G, Bloch O (2002) Color categories revealed by non-negative matrix factorization of Munsell color spectra. Vision Res 42: 559-563.
-
(2002)
Vision Res
, vol.42
, pp. 559-563
-
-
Buchsbaum, G.1
Bloch, O.2
-
65
-
-
48249097107
-
W-Sift, a structural interactions based potency-wise screening technique for protein-small molecule complexes
-
12-17 November, San Francisco, California
-
Nandigam R, Chuaqui C, Singh J, Kim S (2006) W-Sift, a structural interactions based potency-wise screening technique for protein-small molecule complexes. In: Proceedings of the American Institute of Chemical Engineers Annual Meeting. American Institute of Chemical Engineers Annual Meeting; 12-17 November 2006; San Francisco, California..
-
(2006)
Proceedings of the American Institute of Chemical Engineers Annual Meeting. American Institute of Chemical Engineers Annual Meeting
-
-
Nandigam, R.1
Chuaqui, C.2
Singh, J.3
Kim, S.4
-
66
-
-
48249151740
-
A position specific interaction-based scoring technique for virtual screening
-
10-14 September, San Francisco, California
-
Chuaqui C, Nandigam R, Singh J, Deng Z (2006) A position specific interaction-based scoring technique for virtual screening. In: Proceedings of The Computers in Chemistry Division, American Chemical Society Meeting, 10-14 September 2006; San Francisco, California.
-
(2006)
Proceedings of The Computers in Chemistry Division, American Chemical Society Meeting
-
-
Chuaqui, C.1
Nandigam, R.2
Singh, J.3
Deng, Z.4
-
67
-
-
10044269618
-
Nonnegative matrix factorization for rapid recovery of constituent spectra in magnetic resonance chemical shift imaging of the brain
-
Sajda P, Du S, Brown TR, Stoyanova R, Shungu DC, et al. (2004) Nonnegative matrix factorization for rapid recovery of constituent spectra in magnetic resonance chemical shift imaging of the brain. IEEE Trans Medical Imaging 23: 1453-1465.
-
(2004)
IEEE Trans Medical Imaging
, vol.23
, pp. 1453-1465
-
-
Sajda, P.1
Du, S.2
Brown, T.R.3
Stoyanova, R.4
Shungu, D.C.5
-
69
-
-
33750692646
-
Learning parts-based representations of data
-
Ross DA, Zemel RS (2006) Learning parts-based representations of data. J Mach Learn Res 7: 2369-2397.
-
(2006)
J Mach Learn Res
, vol.7
, pp. 2369-2397
-
-
Ross, D.A.1
Zemel, R.S.2
-
71
-
-
48249089630
-
Parallel implementation of non-negative matrix algorithms using high-performance computing cluster
-
23-26 May, Temple University, Philadelphia, Pennsylvania. Available:, Accessed June 24, 2008
-
Devarajan K, Wang G (2007) Parallel implementation of non-negative matrix algorithms using high-performance computing cluster. In: Proceedings of the 39th Symposium on the Interface: Computing Science and Statistics. Theme: Systems Biology. 39th Symposium on the Interface: Computing Science and Statistics; 23-26 May 2007; Temple University, Philadelphia, Pennsylvania. Available: http://sbm.temple.edu/interface07/documents/ Interface07InvitedProgram_Revised.pdf. Accessed June 24, 2008..
-
(2007)
Proceedings of the 39th Symposium on the Interface: Computing Science and Statistics. Theme: Systems Biology. 39th Symposium on the Interface: Computing Science and Statistics
-
-
Devarajan, K.1
Wang, G.2
-
72
-
-
84855981825
-
Nonnegative matrix factorization for pattern recognition
-
September, Benidorm, Spain
-
Okun O, Priisalu H (2005) Nonnegative matrix factorization for pattern recognition. In: Proceedings of the 5th IASTED International Conference on Visualization, Imaging and Image Processing 546-551. 5th IASTED International Conference on Visualization, Imaging and Image Processing; 7-9 September 2005; Benidorm, Spain.
-
(2005)
Proceedings of the 5th IASTED International Conference on Visualization, Imaging and Image Processing 546-551. 5th IASTED International Conference on Visualization, Imaging and Image Processing; 7-9
-
-
Okun, O.1
Priisalu, H.2
-
73
-
-
85076744892
-
Independent component representations for face recognition
-
Bartlett MS, Lades HM, Sejnowski TJ (1998) Independent component representations for face recognition. Proc SPIE 3299: 528-539.
-
(1998)
Proc SPIE
, vol.3299
, pp. 528-539
-
-
Bartlett, M.S.1
Lades, H.M.2
Sejnowski, T.J.3
-
75
-
-
1242331294
-
A "nonnegative PCA" algorithm for independent component analysis
-
Plumbley M, Oja E (2004) A "nonnegative PCA" algorithm for independent component analysis. IEEE Trans Neural Netw 15: 66-76.
-
(2004)
IEEE Trans Neural Netw
, vol.15
, pp. 66-76
-
-
Plumbley, M.1
Oja, E.2
-
76
-
-
3142702668
-
Blind separation of positive sources by globally convergent gradient search
-
Oja E, Plumbley M (2004) Blind separation of positive sources by globally convergent gradient search. Neural Computation 16: 1811-1825.
-
(2004)
Neural Computation
, vol.16
, pp. 1811-1825
-
-
Oja, E.1
Plumbley, M.2
-
77
-
-
0038460232
-
Algorithms for nonnegative independent component analysis
-
Plumbley M (2003) Algorithms for nonnegative independent component analysis. IEEE Trans Neural Netw 14: 534-543.
-
(2003)
IEEE Trans Neural Netw
, vol.14
, pp. 534-543
-
-
Plumbley, M.1
|