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Tag nmf [55 articles]

Recent papers classified by the tag nmf.
  • Improving molecular cancer class discovery through sparse non-negative matrix factorization
    Bioinformatics, Vol. 21, No. 21. (1 November 2005), pp. 3970-3975.
    by Yuan Gao, George Church
    posted to nmf by yama_tah on 2005-12-05 23:43:29 as read along with 4 people kentsis dragonrez jfr aviad_work
  • Determining a suitable metric when using non-negative matrix factorization
    Pattern Recognition, 2002. Proceedings. 16th International Conference on, Vol. 2 (2002), pp. 128-131 vol.2.
    by D Guillamet, J Vitria
    posted to nmf by yama_tah on 2005-12-06 17:14:46 as read
  • Learning the parts of objects by auto-association.
    Neural Netw, Vol. 15, No. 2. (March 2002), pp. 285-295.
    by X Ge, S Iwata
    posted to nmf by yama_tah on 2005-12-06 17:13:22 as read along with 1 person balicea
  • Metagenes and molecular pattern discovery using matrix factorization.
    Proc Natl Acad Sci U S A, Vol. 101, No. 12. (23 March 2004), pp. 4164-4169.
    by JP Brunet, P Tamayo, TR Golub, JP Mesirov
    posted to nmf by yama_tah on 2005-12-06 17:12:23 as read along with 9 people and 1 group kentsis dragonrez radek yas balicea aviad_work ivokwee GeeSharpMinor kintoki T_lab
  • Introducing a weighted non-negative matrix factorization for image classification
    Pattern Recognition Letters, Vol. 24, No. 14. (October 2003), pp. 2447-2454.
    by D Guillamet, J Vitria, B Schiele
    posted to nmf by yama_tah on 2005-12-06 16:16:33 as read along with 1 person dragonrez
  • Evaluation of distance metrics for recognition based on non-negative matrix factorization
    Pattern Recognition Letters, Vol. 24, No. 9-10. (June 2003), pp. 1599-1605.
    by D Guillamet, J Vitria
    posted to nmf by yama_tah on 2005-12-06 16:15:41 as read
  • A weighted non-negative matrix factorization for local representations
    Computer Vision and Pattern Recognition, 2001. CVPR 2001. Proceedings of the 2001 IEEE Computer Society Conference on, Vol. 1 (2001), pp. I-942-I-947 vol.1.
    by D Guillamet, M Bressan, J Vitria
    posted to nmf by yama_tah on 2005-12-06 16:11:14 as read along with 1 person tmmurali
  • Subsystem identification through dimensionality reduction of large-scale gene expression data.
    Genome Res, Vol. 13, No. 7. (July 2003), pp. 1706-1718.
    by PM Kim, B Tidor
    posted to nmf by yama_tah on 2005-12-06 16:10:12 as read along with 2 people jfr pliz
  • Learning the parts of objects by non-negative matrix factorization.
    Nature, Vol. 401, No. 6755. (21 October 1999), pp. 788-791.
    by DD Lee, HS Seung
    posted to nmf by yama_tah on 2005-12-06 18:41:26 as read along with 13 people and 4 groups JacquesC davidr dragonrez anar jfr yas pliz scis0000001 oannes cerkut atbrew zeppe kintoki NU-PRL T_lab Regulomics_UCHSC contact-id
  • Non-negative matrix factorization for visual coding
    Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on, Vol. 3 (2003), pp. III-293-6 vol.3.
    by Weixiang Liu, Nanning Zheng, Xiaofeng Lu
    posted to nmf by yama_tah on 2005-12-06 15:59:05 as read
  • Non-negative matrix factorization with sparseness constraints
    (25 Aug 2004)
    by Patrik O Hoyer
    posted to nmf by yama_tah on 2005-12-06 15:57:33 as read along with 4 people and 1 group dragonrez luispedro walkking aviad_work Computer_Graphics
  • Learning spatially localized, parts-based representation
    Computer Vision and Pattern Recognition, 2001. CVPR 2001. Proceedings of the 2001 IEEE Computer Society Conference on, Vol. 1 (2001), pp. I-207-I-212 vol.1.
    by SZ Li, Xin W Hou, Hong J Zhang, Qian S Cheng
    posted to nmf by yama_tah on 2005-12-06 18:33:37 as read along with 1 person dragonrez
  • Non-negative sparse coding
    Neural Networks for Signal Processing, 2002. Proceedings of the 2002 12th IEEE Workshop on (2002), pp. 557-565.
    by PO Hoyer
    posted to nmf by yama_tah on 2005-12-06 17:32:54 as read along with 1 person dragonrez
  • Modeling receptive fields with non-negative sparse coding
    Neurocomputing, Vol. 52-54 (June 2003), pp. 547-552.
    by Patrik O Hoyer
    posted to nmf by yama_tah on 2005-12-06 17:31:58 as read along with 1 person balicea
  • Learning sparse features for classification by mixture models
    Pattern Recognition Letters, Vol. 25, No. 2. (19 January 2004), pp. 155-161.
    by Weixiang Liu, Nanning Zheng
    posted to nmf by yama_tah on 2005-12-06 17:19:46 as read along with 1 person pliz
  • Non-negative matrix factorization based methods for object recognition
    Pattern Recognition Letters, Vol. 25, No. 8. (June 2004), pp. 893-897.
    by Weixiang Liu, Nanning Zheng
    posted to nmf by yama_tah on 2005-12-06 17:18:47 as read
  • Improving non-negative matrix factorizations through structured initialization
    Pattern Recognition, Vol. 37, No. 11. (November 2004), pp. 2217-2232.
    by Stefan Wild, James Curry, Anne Dougherty
    posted to nmf by yama_tah on 2005-12-06 17:16:07 as read
  • Algorithms for Non-negative Matrix Factorization
    (2000), pp. 556-562.
    by Daniel D Lee, Sebastian H Seung
    posted to nmf by vsree007 on 2007-11-09 20:56:43 as ** along with 11 people and 3 groups vlachmore dragonrez anar yas luispedro pliz walkking aviad_work atbrew sugarexpletive phlow T_lab Computer_Graphics csb_journal_club_public
  • Randomized algorithms for the low-rank approximation of matrices
    Proceedings of the National Academy of Sciences (5 December 2007), 0709640104.
    by Edo Liberty, Franco Woolfe, Per-Gunnar Martinsson, Vladimir Rokhlin, Mark Tygert
    posted to nmf by tmmurali on 2007-12-18 19:12:47 as ** along with 2 people briordan cjeans
  • Sparse Non-negative Matrix Factorizations via Alternating Non-negativity-constrained Least Squares for Microarray Data Analysis.
    Bioinformatics (5 May 2007)
    by Hyunsoo Kim, Haesun Park
    posted to nmf by tmmurali on 2007-12-10 06:55:14 as *** along with 3 people dragonrez aviad_work shigepong
  • Sparse Principal Component Analysis
    Journal of Computational & Graphical Statistics, Vol. 15, No. 2. (June 2006), pp. 265-286.
    by Zou, Hui, Hastie, Trevor, Tibshirani, Robert
    posted to nmf by tmmurali on 2007-12-21 06:24:39 as **
  • Non-negative Matrix Factorization with Sparseness Constraints
    J. Mach. Learn. Res., Vol. 5 (2004), pp. 1457-1469.
    by Patrik O Hoyer
    posted to nmf by tmmurali on 2007-12-12 23:27:02 as **
  • Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values
    Environmetrics, Vol. 5, No. 2. (1994), pp. 111-126.
    by Pentti Paatero, Unto Tapper
    posted to nmf by tmmurali on 2007-12-12 23:21:46 as ** along with 3 people and 1 group pliz dragonrez phlow csb_journal_club_public
  • The Discrete Basis Problem
    Knowledge Discovery in Databases: PKDD 2006 (2006), pp. 335-346.
    by Pauli Miettinen, Taneli Mielikäinen, Aristides Gionis, Gautam Das, Heikki Mannila
    posted to nmf by tmmurali on 2007-12-12 23:19:26 as *****
  • Document clustering using nonnegative matrix factorization
    Information Processing & Management, Vol. 42, No. 2. (March 2006), pp. 373-386.
    by Farial Shahnaz, Michael W Berry, Pauca, Robert J Plemmons
    posted to clustering nmf by scis0000001 on 2006-07-22 01:11:10 as ** along with 3 people and 1 group dragonrez yas apmonet T_lab
  • Nonnegative Matrix Factorization: An Analytical and Interpretive Tool in Computational Biology
    PLoS Comput Biol, Vol. 4, No. 7. (25 July 2008), e1000029.
    by Karthik Devarajan
    posted to nmf by roys on 2008-07-26 00:36:59 as ** along with 1 person bayesian
  • Document clustering based on non-negative matrix factorization
    (2003), pp. 267-273.
    by Wei Xu, Xin Liu, Yihong Gong
    posted to clustering document nmf by pprett on 2008-04-18 10:00:36 as *** along with 1 person apmonet
  • Relation between PLSA and NMF and implications
    (2005), pp. 601-602.
    by Eric Gaussier, Cyril Goutte
    posted to nmf plsa sigir by pprett on 2008-04-18 14:07:42 as **
  • Biclustering of gene expression data by Non-smooth Non-negative Matrix Factorization.
    BMC Bioinformatics, Vol. 7 (2006)
    by P Carmona-Saez, RD Pascual-Marqui, F Tirado, JM Carazo, A Pascual-Montano
    posted to clustering nmf by pliz on 2007-12-17 07:29:35 as read along with 2 people jfr dps
  • Document clustering based on non-negative matrix factorization
    (2003), pp. 267-273.
    by Wei Xu, Xin Liu, Yihong Gong
    posted to clustering nmf by noa on 2007-03-11 03:38:18 as ***** along with 6 people and 2 groups vlachmore dragonrez anar yas bcao cerkut T_lab contact-id
  • Learning the parts of objects by non-negative matrix factorization
    Nature, Vol. 401, No. 6755. (21 October 1999), pp. 788-791.
    by Daniel D Lee, Sebastian H Seung
    posted to nmf by noa on 2007-03-14 03:01:12 as ** along with 5 people and 1 group dragonrez bcao giorgos phlow kenji4569 csb_journal_club_public
  • Learning Non-Negative Sparse Image Codes by Convex Programming
    Computer Vision, 2005. ICCV 2005. Tenth IEEE International Conference on, Vol. 2 (2005), pp. 1667-1674.
    by M Heiler, C Schnorr
    posted to code computer convex image mathematical negative nmf non programming segmentation vision by mh on 2005-12-12 11:10:16 as read
  • Discrete Component Analysis
    (18 Apr 2006)
    by Wray Buntine, Aleks Jakulin
    posted to dimensionality lda lsa nmf by macle on 2006-09-25 13:37:57 as ** along with 1 person mthomure
  • When does non-negative matrix factorization give a correct decomposition into parts
    (2003)
    by D Donoho, V Stodden
    posted to algorithm nmf by kenji4569 on 2007-11-01 05:50:29 as read along with 1 group csb_journal_club_public
  • Automated Discovery of Functional Generality of Human Gene Expression Programs.
    PLoS Comput Biol, Vol. 3, No. 8. (10 August 2007)
    by Georg K K Gerber, Robin D D Dowell, Tommi S S Jaakkola, David K K Gifford
    posted to class_discovery clustering nmf by jfr on 2007-12-04 17:44:49 as **** along with 2 people and 1 group Einat sebastien_vigneau structural_bioinformatics
  • Inferential, robust non-negative matrix factorization analysis of microarray data.
    Bioinformatics, Vol. 23, No. 1. (1 January 2007), pp. 44-49.
    by P Fogel, SS Young, DM Hawkins, N Ledirac
    posted to clustering nmf by jfr on 2007-05-29 17:36:35 as ** along with 1 person shigepong
  • Metagene projection for cross-platform, cross-species characterization of global transcriptional states.
    Proc Natl Acad Sci U S A, Vol. 104, No. 14. (3 April 2007), pp. 5959-5964.
    by P Tamayo, D Scanfeld, BL Ebert, MA Gillette, CW Roberts, JP Mesirov
    posted to nmf by jfr on 2007-07-09 13:55:47 as read along with 6 people nuin oelemento dragonrez jyuh aviad_work ghattem
  • bioNMF: a versatile tool for non-negative matrix factorization in biology
    BMC Bioinformatics, Vol. 7 (28 July 2006), 366.
    by Alberto Pascual-Montano, Pedro Carmona-Saez, Monica Chagoyen, Francisco Tirado, Jose M Carazo, Roberto D Pascual-Marqui
    posted to clustering nmf by jfr on 2007-07-23 17:35:45 as **
  • LS-NMF: a modified non-negative matrix factorization algorithm utilizing uncertainty estimates.
    BMC Bioinformatics, Vol. 7 (2006)
    by G Wang, AV Kossenkov, MF Ochs
    posted to clustering nmf by jfr on 2007-07-23 19:00:32 as ** along with 1 person dragonrez
  • Reducing Microarray Data via Nonnegative Matrix Factorization for Visualization and Clustering Analysis
    Journal of Biomedical Informatics, Vol. In Press, Accepted Manuscript
    by Weixiang Liu, Kehong Yuan, Datian Ye
    posted to nmf clustering by jfr on 2008-04-28 16:28:56 as ** along with 3 people jyuh dragonrez akastrin
  • Document clustering by concept factorization
    (2004), pp. 202-209.
    by Wei Xu, Yihong Gong
    posted to clustering nmf by jeonghochang on 2006-01-12 09:40:58 as **** along with 4 people and 3 groups A_Olympia jelsas yas noa Philosophy_of_Information Blog_and_Wiki_Research T_lab
  • GaP: a factor model for discrete data
    (2004), pp. 122-129.
    by John Canny
    posted to nmf pgm topic_model by jeonghochang on 2006-01-12 09:19:51 as *** along with 1 person mshafiei
  • Array comparative genomic hybridization identifies genetic subgroups in grade 4 human astrocytoma.
    Clin Cancer Res, Vol. 11, No. 8. (15 April 2005), pp. 2907-2918.
    by A Misra, M Pellarin, J Nigro, I Smirnov, D Moore, KR Lamborn, D Pinkel, DG Albertson, BG Feuerstein
    posted to gistic nmf by ivokwee on 2008-03-13 11:18:27 as read along with 1 person rdiaz
  • Logistic Regression, AdaBoost and Bregman Distances
    (2000), pp. 158-169.
    by Michael Collins, Robert E Schapire, Yoram Singer
    posted to bregman_distance nmf by dragonrez to the group csb_journal_club_public on 2007-10-18 19:44:21 as ** along with 2 people and 1 group bpacker Daniel24 vision-ng
  • When does non-negative matrix factorization give a correct decomposition into parts
    (2003)
    by D Donoho, V Stodden
    posted to nmf by dragonrez to the group csb_journal_club_public on 2007-11-09 23:04:58 as ** along with 1 person aviad_work
  • Local Non-Negative Matrix Factorization as a Visual Representation
    (2002)
    posted to nmf by dragonrez on 2007-10-17 15:14:45 as **
  • Nonnegative matrix factorization with constrained second-order optimization
    Signal Process., Vol. 87, No. 8. (August 2007), pp. 1904-1916.
    by Rafal Zdunek, Andrzej Cichocki
    posted to nmf by dragonrez on 2007-12-10 21:13:12 as **
  • On the equivalence between Non-negative Matrix Factorization and Probabilistic Latent Semantic Indexing
    Comput. Stat. Data Anal., Vol. 52, No. 8. (April 2008), pp. 3913-3927.
    by Chris Ding, Tao Li, Wei Peng
    posted to nmf by dragonrez on 2008-07-16 21:28:55 as **
  • A fast non-negativity-constrained least squares algorithm
    Journal of Chemometrics, Vol. 11, No. 5. (1997), pp. 393-401.
    by Rasmus Bro, Sijmen De Jong
    posted to nmf by dragonrez on 2008-04-23 04:10:26 as **
  • Non-negative matrix factorization for polyphonic music transcription
    Applications of Signal Processing to Audio and Acoustics, 2003 IEEE Workshop on. (2003), pp. 177-180.
    by P Smaragdis, JC Brown
    posted to nmf by dragonrez on 2008-01-09 19:35:51 as ** along with 1 person asterix77
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