Tag svd [120 articles] Export

Recent papers classified by the tag svd.

	An iterative SVD-Krylov based method for model reduction of large-scale dynamical systems☆ [My Copy] Linear Algebra and its Applications (27 December 2007) by S. Gugercin posted to svd reduced model dynamics by nurban on 2009-11-03 16:28:36 as
	Global effects of DNA replication and DNA replication origin activity on eukaryotic gene expression [My Copy] Molecular Systems Biology, Vol. 5 (13 October 2009) by Larsson Omberg, Joel R. Meyerson, Kayta Kobayashi, Lucy S. Drury, John F. X. Diffley, Orly Alter posted to yeast tensor svd microarray_data cell_cycle by frohike on 2009-10-19 09:46:47 as along with 1 person installe
	A tensor higher-order singular value decomposition for integrative analysis of DNA microarray data from different studies [My Copy] Proceedings of the National Academy of Sciences, Vol. 104, No. 47. (20 November 2007), pp. 18371-18376. by Larsson Omberg, Gene H. Golub, Orly Alter posted to tensor svd microarray_data by frohike on 2009-10-19 09:46:02 as along with 3 people and 1 group tmmurali mikaelhuss wsjames Oxford Virology
	A Singularly Valuable Decomposition: The SVD of a Matrix [My Copy] The College Mathematics Journal, Vol. 27, No. 1. (1996), pp. 2-23. by Dan Kalman posted to svd journal definition by abellogin on 2009-10-04 23:57:23 as along with 2 people bamberg ashko
	Sparse partial least squares for on-line variable selection in multivariate data streams [My Copy] (8 Feb 2009) by Brian Mcwilliams, Giovanni Montana posted to svd sparsity pca dimension-reduction convex-optimization by abellogin on 2009-10-04 23:51:35 as along with 1 person dah
	Sparse principal component analysis via regularized low rank matrix approximation [My Copy] Journal of Multivariate Analysis, Vol. 99, No. 6. (July 2008), pp. 1015-1034. by H. Shen, J. Huang posted to svd sparsity pca matrix-approximation lasso journal dimension-reduction by abellogin on 2009-10-04 23:24:37 as
	Singular value decomposition and least squares solutions [My Copy] Numerische Mathematik, Vol. 14, No. 5. (29 April 1970), pp. 403-420. by G. Golub, C. Reinsch posted to svd machine-learning journal by abellogin on 2009-10-04 20:08:09 as along with 1 person fer
	Generalized singular value decomposition for comparative analysis of genome-scale expression data sets of two different organisms. [My Copy] Proc Natl Acad Sci U S A, Vol. 100, No. 6. (18 March 2003), pp. 3351-3356. by Orly Alter, Patrick O. Brown, David Botstein posted to svd matrix integration expression by rdiaz on 2009-10-01 16:25:10 as along with 3 people lptolik opheliav wnpx
	Fast nonparametric matrix factorization for large-scale collaborative filtering [My Copy] In SIGIR '09: Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval (2009), pp. 211-218. by Kai Yu, Shenghuo Zhu, John Lafferty, Yihong Gong posted to svd sigir pca non-parametric collaborative-filtering by abellogin on 2009-09-28 01:25:20 as along with 4 people jamborta zhaomin nliu82 pdlug
	Finding structure with randomness: Stochastic algorithms for constructing approximate matrix decompositions [My Copy] (22 Sep 2009) by Nathan Halko, Per-Gunnar Martinsson, Joel A. Tropp posted to svd stochastic random pca matrix linearalgebra decomposition by pdlug on 2009-09-25 22:39:39 as along with 1 person mthomure
	Some Comments on Singular Value Decomposition Analysis [My Copy] Journal of Climate, Vol. 10, No. 7. (1 July 1997), pp. 1759-1761. by Steve Cherry posted to svd co-inertia analysis by jlorent on 2009-09-04 15:18:15 as
	SVD-tail: a new linear-sampling reconstruction method for inverse scattering problems [My Copy] Inverse Problems, Vol. 25, No. 9. (September 2009), 095013. by Fares, Serge Gratton, Philippe L. Toint posted to linear_sampling_method svd reconstruction_method by iannis on 2009-09-03 23:38:48 as
	Factorization meets the neighborhood: a multifaceted collaborative filtering model [My Copy] In KDD '08: Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining (2008), pp. 426-434. by Yehuda Koren posted to svd sigkdd netflix-prize by clickstone to the group Resys on 2009-09-01 16:36:43 as along with 3 people zhaomin ianturton imrchen
	Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices [My Copy] CoRR, Vol. abs/0905.0233 (2009) by John Wright, Arvind Ganesh, Shankar Rao, Yi Ma posted to svd sparsity pca internship-09 dimension-reduction by abellogin on 2009-08-20 16:06:42 as
	What is principal component analysis? [My Copy] Nature biotechnology, Vol. 26, No. 3. (March 2008), pp. 303-304. by Markus Ringnér posted to svd pca journal dimension-reduction definition clustering classifier by abellogin on 2009-08-12 19:45:19 as along with 67 people and 3 groups tnhh ruvido ucbcjbm daforerog Diego_Prada nguizard thegoose2 arsyed Zephyrus flips svozil VGreiff kaniko ssgong Yanno guhjy operon barry baaic dullhunk Bevan_Weir zeji gareth massivemayhem zwang GustavoLacerda GeeSharpMinor bmaust zambujo mingzhi starz1010101 maralena wchannels sunhwan jennifermbui kdelavega zhouyu rsantana sobolevnrm fryanpan kengg rvosa dekay23 adacier hpaces waghsk rchauhan pavanghatty kristgy jfr bibay2004 xingxu quianominorleo craigwilson06 ashko markusd dayjm dimka i-stevenson chrissp100 tharris ale mjoach HugoMarcelo jdiezperezj rrbarb Nici baker-group FAB-lab Bioinformatics
	Sparse Principal Component Analysis [My Copy] Journal of Computational and Graphical Statistics, Vol. 15, No. 2. (2006), pp. 265-286. by Hui Zou, Trevor Hastie, Robert Tibshirani posted to svd sparsity pca lasso journal internship-09 dimension-reduction by abellogin on 2009-08-12 11:15:27 as
	A Survey of Attack-Resistant Collaborative Filtering Algorithms [My Copy] IEEE Data Eng. Bull., Vol. 31, No. 2. (2008), pp. 14-22. by Bhaskar Mehta, Thomas Hofmann posted to adversarial collaborative-filtering dimension-reduction evaluation journal lsi pca probability survey svd by abellogin on 2009-07-28 17:00:12 as
	Matrix Computations (Johns Hopkins Studies in Mathematical Sciences) [My Copy] (15 October 1996) by Gene H. Golub, Charles F. Van Loan posted to homography matrix svd by thsant on 2009-07-27 19:37:03 as along with 21 people and 4 groups mthomure ctoraci beloviedo nilou kalti brian ppeeling stanley rpadams davidr joeionnojitsu jekky filippone eyliu sdvillal sprite bigbossman lcoquelle donade pdlug cgsanchez CMU-HCII Blog_and_Wiki_Research automatic_summarization ASR
	Exploring network structures in feature space [My Copy] (2 Jul 2009) by Xiaofeng Gong, Shuguang Guan, C. H. Lai posted to feature_space group_detection network svd by Kovanen on 2009-07-14 13:52:01 as along with 1 person deanmalmgren
	Regularization,GSVD and truncatedGSVD [My Copy] BIT Numerical Mathematics, Vol. 29, No. 3. (10 September 1989), pp. 491-504. by Per Hansen posted to factorization svd by yenisy on 2009-07-01 20:17:42 as
	Singular Value Decomposition and Principal Component Analysis [My Copy] In A Practical Approach to Microarray Data Analysis (3 Mar 2003), pp. 91-109. by Michael E. Wall, Andreas Rechtsteiner, Luis M. Rocha edited by D. P. Berrar, W. Dubitzky, M. Granzow posted to bioinformatics machine-learning pca svd by rramirezp on 2009-06-17 15:22:28 as along with 12 people hjayaweera svozil pdlug elsantosneto stanley mystery sdvillal sugarexpletive kklo rspeer zambujo AbnerCYH
	CUR matrix decompositions for improved data analysis [My Copy] Proceedings of the National Academy of Sciences, Vol. 106, No. 3. (20 January 2009), pp. 697-702. by Michael W. Mahoney, Petros Drineas posted to approximation decomposition matrix onur2009 svd by jzujovic on 2009-06-04 18:48:23 as along with 3 people rdiaz nurban tmmurali
	Latent space domain transfer between high dimensional overlapping distributions [My Copy] In WWW '09: Proceedings of the 18th international conference on World wide web (2009), pp. 91-100. by Sihong Xie, Wei Fan, Jing Peng, Olivier Verscheure, Jiangtao Ren posted to adaptation dimensionality domain factor latent learning reduction svd transfer by pprett on 2009-06-01 11:15:38 as along with 1 person nliu82
	What's on TV tonight? An efficient and effective personalized recommender system of TV programs [My Copy] Consumer Electronics, IEEE Transactions on In Consumer Electronics, IEEE Transactions on, Vol. 55, No. 1. (2009), pp. 286-294. by A. Martinez, J. Arias, A. Vilas, Garcia, Lopez posted to content-based collaborative-filtering hybrid-recommender personalisation recommender svd tv vector-space-model by abellogin on 2009-05-23 13:42:37 as
	Evidence for tropical SST influence on Antarctic polar atmospheric dynamics [My Copy] Geophysical Research Letters, Vol. 36, No. 9. (2 May 2009), L09703. by Barbara Grassi, Gianluca Redaelli, Guido Visconti posted to antarctic atmosphere climate correlation dynamics eof ocean pca stratosphere surface svd teleconnection temperature tropics by nurban on 2009-05-13 17:38:11 as
	Geometry and Meaning [My Copy] (15 November 2004) by Dominic Widdows posted to dissertacao geometry lsi meaning semantic semanticnetwork semanticvectors svd by eduardocruz on 2009-04-27 02:29:50 as along with 8 people and 3 groups fiacobelli mthomure schaal Roberto Kevembuangga 6021023 scis0000001 AlisonBabeu RiSE Impending_AI_breakthrough Conceptual Spaces
	Rank-one modification of the symmetric eigenproblem [My Copy] Numerische Mathematik, Vol. 31, No. 1. (1 March 1978), pp. 31-48. by James R. Bunch, Christopher P. Nielsen, Danny C. Sorensen posted to algebra decomposition eigenvalue evd incremental matrix svd update by tdhollan on 2009-03-19 15:16:53 as
	Study of b --> ulnu Decays on the Recoil of Fully Reconstructed B Mesons and Determination of Vub [My Copy] (4 Jan 2005) by Babar Collaboration, B. Aubert posted to svd unfolding by auras on 2009-03-07 18:48:58 as
	A Multilinear Singular Value Decomposition [My Copy] SIAM J. Matrix Anal. Appl., Vol. 21, No. 4. (2000), pp. 1253-1278. by Lieven De Lathauwer, Bart De Moor, Joos Vandewalle posted to svd tensors by robotact on 2009-02-28 15:58:44 as along with 3 people kohei-h babakap hazen
	Colibri: fast mining of large static and dynamic graphs [My Copy] In KDD '08: Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining (2008), pp. 686-694. by Hanghang Tong, Spiros Papadimitriou, Jimeng Sun, Philip S. Yu, Christos Faloutsos posted to approximation cmd cur dynamic graph low-rank mining svd by socwangnan to the group iDataOLD on 2009-02-23 06:08:14 as along with 2 people AbnerCYH salmanjamali
	Computational Methods for Intelligent Information Access [My Copy] In Supercomputing '95: Proceedings of the 1995 ACM/IEEE conference on Supercomputing (CDROM) (1995) by Michael W. Berry, Susan T. Dumais, Todd A. Letsche posted to decomposition index letant lsi semantic singular svd value by mshossain on 2009-02-18 17:34:23 as
	MHD mode identification of tokamak plasmas from Mirnov signals [My Copy] Plasma Physics and Controlled Fusion, Vol. 41, No. 11. (1999), pp. 1399-1420. by J. S. Kim, D. H. Edgell, J. M. Greene, E. J. Strait, M. S. Chance posted to jet plasma svd by cmn on 2009-02-14 17:29:40 as
	The Singular Value Decomposition as a Tool of Investigating Central MHD Instabilities in the HL-1M Tokamak [My Copy] Plasma Science and Technology, Vol. 6, No. 3. (2004), pp. 2307-2312. by Dong Yunbo, Pan Chuanhong, Liu Yi, Fu Bingzhong posted to jet plasma svd by cmn on 2009-02-14 17:21:30 as
	Fourier decomposition of magnetic perturbations in toroidal plasmas using singular value decomposition [My Copy] Plasma Physics and Controlled Fusion, Vol. 49, No. 12. (December 2007), pp. 1971-1988. by Hole, M.J., Appel, L.C. posted to fourier plasma svd by cmn on 2009-02-14 16:42:03 as
	A four-dimensional scheme based on singular value decomposition (4DSVD) for chaotic-attractor-theory-oriented data assimilation [My Copy] Journal of Geophysical Research - Atmospheres, Vol. 114, No. D2. (29 January 2009), D02114. by Jincheng Wang, Jianping Li posted to 4dvar assimilation dynamics nonlinear svd weather by nurban on 2009-01-29 15:07:46 as
	An incremental method for computing dominant singular spaces [My Copy] (2001), pp. 53-62. by Younes Chahlaoui, Kyle A. Gallivan, Paul Van Dooren posted to incremental_pca incremental_svd svd by bamberg on 2009-01-23 13:47:58 as
	Sequential Karhunen-Loeve basis extraction and its application to images [My Copy] Image Processing, IEEE Transactions on In Image Processing, IEEE Transactions on, Vol. 9, No. 8. (2000), pp. 1371-1374. by A. Levey, M. Lindenbaum posted to incremental_pca incremental_svd svd by bamberg on 2009-01-23 13:47:27 as
	Identification of translational displacements between N-dimensional data sets using the high-order SVD and phase correlation [My Copy] IEEE Transactions on Image Processing In Image Processing, IEEE Transactions on, Vol. 14, No. 7. (July 2005), pp. 884-889. by Scott W. Hoge, Carl-Fredrik Westin posted to algorithms alignment analysis and artificial automated brain cluster computer-assisted correlation data decomposition displacement enhancement fourier high-order humans identification image imaging information intelligence interpretation magnetic method model motion n-dimensional of pattern phase recognition registration representation reproducibility resolution resonance results retrieval sensitivity set shift singular specificity storage subtraction svd technique theorem three-dimensional translational value by fujiyoshi-masaaki on 2009-01-21 06:28:02 as
	Multilag Singular Value Decomposition Analysis of ENSO Convection with Tropical Stratospheric Temperature [My Copy] Journal of Climate, Vol. 21, No. 24. (1 December 2008), pp. 6556-6568. by Bryan C. Weare posted to climate convection correlation enso eof pca statistics stratosphere svd temperature time-series tropics by nurban on 2009-01-13 17:51:27 as
	Latent Semantic Indexing (LSI) and TREC-2 [My Copy] In The Second Text REtrieval Conference (TREC2), National Institute of Standards and Technology Special Publication 500-215 (1994), pp. 105-116. by Susan T. Dumais edited by D. Harman posted to analysis latent lsa semantic svd by dsg35 on 2008-12-19 14:14:20 as along with 2 people mthomure Phanix
	Information retrieval using a singular value decomposition model of latent semantic structure [My Copy] In SIGIR '88: Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval (1988), pp. 465-480. by G. W. Furnas, S. Deerwester, S. T. Dumais, et al.T. K. Landauer, R. A. Harshman, L. A. Streeter, K. E. Lochbaum posted to decomposition singular svd value by jgronski on 2008-12-10 16:13:08 as along with 6 people and 3 groups fiacobelli almadana manuelpq mthomure pool007 dvallet Personal-Information-Management NETS-UAM NETS
	Latent semantic models for collaborative filtering [My Copy] ACM Trans. Inf. Syst., Vol. 22, No. 1. (January 2004), pp. 89-115. by Thomas Hofmann posted to svd probability-model plsa lsi journal ir internship-09 em-algorithm dimension-reduction collaborative-filtering clustering by abellogin on 2008-11-05 14:11:21 as along with 18 people and 5 groups briordan zhaomin jamborta mdreid eastkim accessrajesh sergiolopez pprett ldietz horeis sids anon_pl macle ocelma ransombriggs imrchen zhangl adamsi Statistical Machine Learning Adaptive-Web CompIntelligentSystems MTG oktave-labs
	Large-scale information retrieval with latent semantic indexing [My Copy] Inf. Sci., Vol. 100, No. 1-4. (1997), pp. 105-137. by Todd A. Letsche, Michael W. Berry posted to ir lsi svd by abellogin on 2008-10-17 09:37:56 as
	Robust singular value decomposition analysis of microarray data [My Copy] Proceedings of the National Academy of Sciences, Vol. 100, No. 23. (11 November 2003), pp. 13167-13172. by Li Liu, Douglas M. Hawkins, Sujoy Ghosh, Stanley S. Young posted to analysis microarray svd by pengchy on 2008-10-15 01:55:13 as along with 1 person eckart_bindewald
	Modeling relationships at multiple scales to improve accuracy of large recommender systems [My Copy] In KDD '07: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining (2007), pp. 95-104. by Robert Bell, Yehuda Koren, Chris Volinsky posted to bellkor collaborative filtering netflix recommender svd systems by pprett on 2008-09-11 15:16:51 as along with 8 people zhaomin algorithmic xiaoyan2006 macle danejensen imrchen daniel51 cpcreed
	Unsupervised Learning by Probabilistic Latent Semantic Analysis [My Copy] Machine Learning, Vol. V42, No. 1. (1 January 2001), pp. 177-196. by Thomas Hofmann posted to clustering dimension-reduction internship-09 ir journal lsi machine-learning plsa probability-model svd by abellogin on 2008-08-26 22:02:44 as along with 2 people and 1 group yinghua77 ericlindahl DecisionSupportTheory
	Singular-value analysis and optimization of experimental parameters in fluorescence molecular tomography [My Copy] J. Opt. Soc. Am. A, Vol. 21, No. 2. (1 February 2004), pp. 231-241. by Edward E. Graves, Joseph P. Culver, Jorge Ripoll, Ralph Weissleder, Vasilis Ntziachristos posted to fmt svd by GMTurner on 2008-07-18 14:27:41 as along with 1 person kperdue
	Indexing by latent semantic analysis [My Copy] Journal of the American Society for Information Science, Vol. 41, No. 6. (7 January 1999), pp. 391-407. by Scott Deerwester, Susan T. Dumais, George W. Furnas, Thomas K. Landauer, Richard Harshman posted to ir lsi svd by fer on 2008-07-18 12:09:39 as along with 16 people and 4 groups zibuyu myui ejmeij russellbeale mapio ChaTo k12u diegolino_veneziano bfraser sdvillal voiklis student_t atbrew fwkroon dgleich iansimon ilps InformationRetrieval HCI-Bham ColDyn
	Homocysteine and post-stroke cognitive decline* [My Copy] Age and Ageing, Vol. 36, No. 3. (1 May 2007), pp. 339-343. by Rowan, N. Elise, Dickinson, et al.O. Heather, Stephens, Sally, Ballard, Clive, Kalaria, Raj, Anne Kenny, Rose posted to cognition dementia homocysteine svd vad by barerd on 2008-07-13 11:38:24 as
	Homocysteine is a risk factor for cerebral small vessel disease, acting via endothelial dysfunction [My Copy] Brain, Vol. 127, No. 1. (1 January 2004), pp. 212-219. by Ahamad Hassan, Beverley J. Hunt, Michael O'Sullivan, et al.Rachel Bell, Reuben D'Souza, Steve Jeffery, John M. Bamford, Hugh S. Markus posted to folate homocysteine laci svd by barerd on 2008-07-13 11:22:40 as

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pca	26
lsi	12
microarray	11
decomposition	10
dimension-reduction	10
algebra	9
collaborative-filtering	9
ir	9
journal	9
matrix	9
analysis	8
clustering	7
correlation	7
lsa	6
singular	6
statistics	6
3d-vision	5
classification	5
dynamic-scene	5
em	5
expression	5
incremental-algorithm	5
internship-09	5
linearalgebra	5
structure-from-motion	5
algorithm	4
approximation	4
bioinformatics	4
collaborative	4
definition	4
filtering	4
functional_annotation	4
incremental	4
information-retrieval	4
network	4
ontology	4
prediction	4
sparsity	4
tensor	4
value	4
dynamics	3
latent-semantic-analysis	3
linear	3
machine-learning	3
model-based	3
networks	3
plasma	3
plsa	3
probability-model	3
recommender	3
recommender-systems	3
semantic	3
social	3
climate	2
cmd	2
concepts	2
correspondence	2
cur	2
dimension_reduction	2
dynamic	2
eigenvalue	2
eof	2
estimation	2
evd	2
factorization	2
fourier	2
functional-connectivity	2
graph	2
graphs	2
homocysteine	2
hosvd	2
incremental_svd	2
information	2
jet	2
lasso	2
latent	2
low-rank	2
mining	2
missing	2
model	2
netflix	2
netflix-prize	2
nmr	2
ofdm	2
onur2009	2
optical-imaging	2
p-star	2
pattern	2
pertubation	2
retrieval	2
rmsd	2
selection	2
sigir	2
sigkdd	2
stratosphere	2
temperature	2
tensors	2
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