Tag dimensionality-reduction [104 articles] Export

Recent papers classified by the tag dimensionality-reduction.

	Improving the performance of predictive process modeling for large datasets [My Copy] Computational Statistics & Data Analysis, Vol. 53, No. 8. (15 June 2009), pp. 2873-2884. by Andrew O. Finley, Huiyan Sang, Sudipto Banerjee, Alan E. Gelfand posted to statistics spatial spacetime prediction nonstationary non-gaussian mcmc hierarchical gaussian-process dimensionality-reduction bayesian by nurban on 2009-11-13 17:36:27 as
	A Global Geometric Framework for Nonlinear Dimensionality Reduction [My Copy] Science, Vol. 290, No. 5500. (22 December 2000), pp. 2319-2323. by J. B. Tenenbaum posted to langford dimensionality-reduction by seb1 on 2009-11-08 00:36:17 as along with 30 people and 4 groups pingmei Cavadini akuhn banus caicai klmoravec weiweiguo rramirezp babakap dcoates thefillm christofseiler qwermish egozi aufrank k12u yas metamerist yama_tah tag mthomure sdvillal dgront voiklis dwf DavidSchulz teesid jung_dalglish mctor matjes ur-cls T_lab metric_embeddings ColDyn
	Reducing the Dimensionality of Data with Neural Networks [My Copy] Science, Vol. 313, No. 5786. (28 July 2006), pp. 504-507. by G. E. Hinton, R. R. Salakhutdinov posted to neural-networks machine-learning dimensionality-reduction by mthomure on 2009-11-07 22:15:50 as along with 26 people and 9 groups pascanur jdoconnell __andy__ euclid austincarp babakap dakelley zheaton brian pdlug ana barry garyfeng mrkrause yama_tah neilh sdvillal dwf jwdietrich rgb mp4man josepe marcusfrean robincha ygarb ancechu structural_bioinformatics ReadingLab MathBio Bioinformatics Cybernetics pileWorks S-Lab Biomedical_Cybernetics AQUA-FONTIS-Study
	Model Reduction for Large-Scale Systems with High-Dimensional Parametric Input Space [My Copy] SIAM Journal on Scientific Computing, Vol. 30, No. 6. (2008), pp. 3270-3288. by T. Bui Thanh, K. Willcox, O. Ghattas posted to reduction model dynamics dimensionality-reduction by nurban on 2009-11-03 16:33:11 as
	A Low Rank Approach to Automatic Differentiation [My Copy] Advances in Automatic Differentiation (2008), pp. 55-65. by Hany S. Abdel-Khalik, Paul D. Hovland, Andrew Lyons, Tracy E. Stover, Jean Utke posted to numerical model dimensionality-reduction adjoint by nurban on 2009-10-29 20:34:58 as
	Dynamic factor process convolution models for multivariate space–time data with application to air quality assessment [My Copy] Environmental and Ecological Statistics, Vol. 14, No. 3. (1 September 2007), pp. 229-247. by Catherine Calder posted to trend sulfur statistics spacetime pollution periodic missing-data gaussian-process dimensionality-reduction convolution bayesian atmosphere by nurban on 2009-10-05 20:41:16 as
	Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions [My Copy] Knowledge and Data Engineering, IEEE Transactions on, Vol. 17, No. 6. (2005), pp. 734-749. by G. Adomavicius, A. Tuzhilin posted to dimensionality-reduction recommender review by brusilovsky to the group Social Web on 2009-07-28 16:59:47 as along with 44 people and 12 groups Gargunzola amonika thanh lzhlynn zhaomin chrisszymansky panisson rnaughton algorithmic jmankoff limingzhu elsantosneto mcphee palakorn jaberg nkorf dfrankow fsilvestri clucches nybon lschiff wasp fukken katja zpinhead vikx01 tkmosk junghoo kevinemamy vellino suleehs simmons koles msampson danejensen imrchen pprett ghoster pscheir markotka zhangl cpcreed votis adamsi Resys Adaptive-Web esenicta CMU-HCII Drexel-HCI Drexel-eVoting Semantic-Social-Networks GroupLens InformationRetrieval Footprints CISTI-Research TKU_CS DB Lab
	User Recommendations based on Tensor Dimensionality Reduction [My Copy] Artificial Intelligence Applications and Innovations III (2009), pp. 331-340. by Panagiotis Symeonidis posted to dimensionality-reduction dlpaws dppaws recommender tagging by brusilovsky to the group Social Web on 2009-07-28 16:32:07 as along with 1 group social_navigation
	Exploiting Social Annotation for Automatic Resource Discovery [My Copy] (12 Apr 2007) by Anon Plangprasopchok, Kristina Lerman posted to dimensionality-reduction tagging by brusilovsky to the group Social Web on 2009-07-17 03:00:04 as along with 15 people rrbarb rabourn egh takeha-e ianturton krisl avivagabriel zpinhead zflavio flavian_vasile dedalusjmmr spt arasbm nonsenz adamsi
	Modeling Social Annotation: a Bayesian Approach [My Copy] (9 Nov 2008) by Anon Plangprasopchok, Kristina Lerman posted to dimensionality-reduction tagging by brusilovsky to the group Social Web on 2009-07-17 02:57:30 as along with 1 person krisl
	Tag recommendations based on tensor dimensionality reduction [My Copy] In RecSys '08: Proceedings of the 2008 ACM conference on Recommender systems (2008), pp. 43-50. by Panagiotis Symeonidis, Alexandros Nanopoulos, Yannis Manolopoulos posted to dimensionality-reduction dppaws recommender tag-suggestion tagging by brusilovsky on 2009-07-14 00:27:25 as along with 3 people and 1 group macle nliu82 mboehmer Social Web
	Fast stochastic neighbor embedding: a trust-region algorithm [My Copy] IEEE International Joint Conference on Neural Networks In IEEE International Joint Conference on Neural Networks, Vol. 1 (2004), pp. 123-128. by Kijoeng Nam, Hongmo Je, Seungjin Choi posted to dimensionality-reduction sne by bmichel on 2009-06-25 20:03:08 as
	Gaussian predictive process models for large spatial data sets [My Copy] Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 70, No. 4. (September 2008), pp. 825-848. by Sudipto Banerjee, Alan E. Gelfand, Andrew O. Finley, Huiyan Sang posted to statistics spatial spacetime prediction nonstationary non-gaussian mcmc hierarchical gaussian-process dimensionality-reduction convolution bayesian by nurban on 2009-06-18 21:46:55 as
	Analysis of the synergies underlying complex hand manipulation [My Copy] Engineering in Medicine and Biology Society, 2004. EMBC 2004. Conference Proceedings. 26th Annual International Conference of the, Vol. 2 (2004), pp. 4637-4640 Vol.6. by E. Todorov, Z. Ghahramani posted to dimensionality-reduction human-hand synergies by lucast on 2009-06-16 20:50:55 as along with 3 people and 1 group ElQuijote42 tfx i-stevenson Kording Lab
	Human arm movements described by a low-dimensional superposition of principal components. [My Copy] J Neurosci, Vol. 20, No. 3. (1 February 2000), pp. 1066-1072. by T. D. Sanger posted to arm-trajectories dimensionality-reduction by lucast on 2009-06-15 20:40:54 as along with 3 people tfx balicea memphisphil
	Dimensionality reduction for hand-independent dexterous robotic grasping [My Copy] Intelligent Robots and Systems, 2007. IROS 2007. IEEE/RSJ International Conference on In Intelligent Robots and Systems, 2007. IROS 2007. IEEE/RSJ International Conference on (2007), pp. 3270-3275. by Matei Ciocarlie, Corey Goldfeder, Peter Allen posted to dimensionality-reduction grasping hand by lucast on 2009-06-15 18:55:51 as along with 5 people ElQuijote42 rockelegancy tfx gaurav029 cjrosales
	Estimating the Dimensions of Weather and Climate Attractors [My Copy] Journal of the Atmospheric Sciences, Vol. 43, No. 5. (1 March 1986), pp. 419-432. by Klaus Fraedrich posted to climate dimensionality-reduction dynamics nonlinear observations spectral statistics weather by nurban on 2009-06-15 15:43:52 as
	Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems [My Copy] Journal of Computational Physics, Vol. 228, No. 6. (01 April 2009), pp. 1862-1902. by Youssef M. Marzouk, Habib N. Najm posted to bayesian dimensionality-reduction emulator gaussian-process nonlinear pca statistics by nurban on 2009-06-14 22:16:19 as along with 2 people markstoehr kanicka
	Nonlinear Dimensionality Reduction by Locally Linear Embedding [My Copy] Science, Vol. 290, No. 5500. (22 December 2000), pp. 2323-2326. by Sam T. Roweis, Lawrence K. Saul posted to dimensionality-reduction non-linear by rramirezp on 2009-06-04 03:16:19 as along with 35 people and 4 groups pingmei Cavadini akuhn singhsh caicai tfx klmoravec jzujovic Scis0000002 ajbattle shpigi thefillm jtbassic babakap qwermish briordan weiweiguo egozi yaroslavvb gangli yas yama_tah filippone tag sdvillal dgront walkking jguinney kenji4569 DavidSchulz mdramirez mctor amargoli matjes eddymier tulip T_lab metric_embeddings Computer_Graphics
	A Framework for Robust Subspace Learning [My Copy] International Journal of Computer Vision, Vol. 54, No. 1. (2003), pp. 117-142. by De La, Michael J. Black posted to computer-vision dimensionality-reduction journal-paper robust-methods subspace-learning by rramirezp on 2009-06-04 01:47:55 as along with 1 person bamberg
	Position Specific Interaction Dependent Scoring Technique for Virtual Screening Based on Weighted Protein−Ligand Interaction Fingerprint Profiles [My Copy] Journal of Chemical Information and Modeling, Vol. 49, No. 5. (22 May 2009), pp. 1185-1192. by Ravi K. Nandigam, Sangtae Kim, Juswinder Singh, Claudio Chuaqui posted to dimensionality-reduction fingerprint interaction nmf protein-ligand sift by bio_dataminer on 2009-05-24 22:00:45 as along with 3 people ucbcjbm massivemayhem sschurer
	Optimal dimensionality of metric space for classification [My Copy] In ICML '07: Proceedings of the 24th international conference on Machine learning (2007), pp. 1135-1142. by Wei Zhang, Xiangyang Xue, Zichen Sun, Yue-Fei Guo, Hong Lu posted to dimensionality-reduction by cholwich on 2009-05-12 06:45:25 as along with 2 people sdvillal jung_dalglish
	Dimensionality reduction and visualization in principal component analysis. [My Copy] Analytical chemistry, Vol. 80, No. 13. (1 July 2008), pp. 4933-4944. by G. Ivosev, L. Burton, R. Bonner posted to dimensionality-reduction groups pca unsupervised by mmunson on 2009-05-06 14:31:35 as along with 1 person guhjy
	Supervised nonlinear dimensionality reduction for visualization and classification [My Copy] Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on In Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, Vol. 35, No. 6. (2005), pp. 1098-1107. by Xin Geng, De-Chuan Zhan, Zhi-Hua Zhou posted to dimensionality-reduction feature-extraction visualization by mmunson on 2009-05-06 14:21:10 as
	Information processing, dimensionality reduction and reinforcement learning in the basal ganglia [My Copy] Progress in Neurobiology, Vol. 71, No. 6. (December 2003), pp. 439-473. by Izhar Bar-Gad, Genela Morris, Hagai Bergman posted to basal-ganglia computational dimensionality-reduction neuroscience reinforcement-learning by tkf on 2009-05-02 03:37:15 as along with 2 people stain fcummins
	Normal forms for reduced stochastic climate models [My Copy] Proceedings of the National Academy of Sciences, Vol. 106, No. 10. (10 March 2009), pp. 3649-3653. by Andrew J. Majda, Christian Franzke, Daan Crommelin posted to climate dimensionality-reduction emulator eof model nao pca reduced stochastic by nurban on 2009-04-17 15:39:41 as
	Self organization of a massive document collection [My Copy] Neural Networks, IEEE Transactions on, Vol. 11, No. 3. (2000), pp. 574-585. by T. Kohonen, S. Kaski, K. Lagus, et al.J. Salojarvi, J. Honkela, V. Paatero, A. Saarela posted to dimensionality-reduction exploratory maps organizing self som visualization by ashleygeorge on 2009-03-18 13:28:44 as along with 4 people mvoong koles gr650 zhengzhong
	Automatic PCA Dimension Selection for High Dimensional Data and Small Sample Sizes [My Copy] Journal of Machine Learning Research, Vol. 9 (December 2008), pp. 2733-2759. by David C. Hoyle posted to dimensionality-reduction model-selection pca by mmunson on 2009-02-26 16:10:41 as along with 1 person sdvillal
	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 dimensionality-reduction pca statistics svd by nurban on 2009-01-27 18:14:31 as along with 3 people jzujovic rdiaz tmmurali
	Dimensionality reduction based on rough set theory: A review [My Copy] Applied Soft Computing, Vol. 9, No. 1. (January 2009), pp. 1-12. by K. Thangavel, A. Pethalakshmi posted to classification dimensionality-reduction rough-set by liucun on 2009-01-20 01:03:30 as
	Dimensional reduction for a Bayesian filter [My Copy] Proceedings of the National Academy of Sciences of the United States of America, Vol. 101, No. 42. (19 October 2004), pp. 15013-15017. by Alexandre J. Chorin, Paul Krause posted to assimilation bayesian dimensionality-reduction dynamics kalman nonlinear optimal prediction smc statistics by nurban on 2009-01-16 20:24:36 as
	Summarizing Complexity in High Dimensions [My Copy] Physical Review Letters, Vol. 94, No. 9. (2005) by Karl Young, Yue Chen, John Kornak, Gerald B. Matson, Norbert Schuff posted to dimensionality-reduction dynamics entropy information spacetime statistics by nurban on 2008-08-20 14:39:54 as along with 1 person qwermish
	Multidimensional Similarity Structure Analysis [My Copy] (02 July 1987) by I. Borg, J. Lingoes posted to dimensionality-reduction machine-learning by mthomure on 2008-07-10 04:12:22 as
	Weighting and selection of variables for cluster analysis [My Copy] Journal of Classification, Vol. 12, No. 1. (1 March 1995), pp. 113-136. by R. Gnanadesikan, J. R. Kettenring, S. L. Tsao posted to dimensionality-reduction by amargoli on 2008-05-15 03:56:25 as
	Variable Selection for Model-Based Clustering [My Copy] Journal of the American Statistical Association, Vol. 101, No. 473. (March 2006), pp. 168-178. by Adrian E. Raftery, Nema Dean posted to dimensionality-reduction by amargoli on 2008-05-14 20:22:00 as along with 2 people vlachmore filippone
	Variable Selection for Model-Based High-Dimensional Clustering and Its Application to Microarray Data. [My Copy] Biometrics (26 October 2007) by Sijian Wang, Ji Zhu posted to dimensionality-reduction by amargoli on 2008-05-14 06:48:18 as along with 1 person guhjy
	Unsupervised feature selection using feature similarity [My Copy] Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 24, No. 3. (07 August 2002), pp. 301-312. by P. Mitra, C. A. Murthy, S. K. Pal posted to dimensionality-reduction by amargoli on 2008-05-14 01:43:34 as along with 5 people senseable-urb sdvillal mmunson jjrodriguez eacosta
	Clustering objects on subsets of attributes (with discussion) [My Copy] Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 66, No. 4. (2004), pp. 815-849. by Jerome H. Friedman, Jacqueline J. Meulman posted to dimensionality-reduction by amargoli on 2008-05-14 01:01:08 as
	Identifying Splits with Clear Separation: A New Class Discovery Method for Gene Expression Data [My Copy] Bioinformatics (2001) by Anja von Heydebreck, Wolfgang Huber, Annemarie Poustka, Martin Vingron posted to dimensionality-reduction by amargoli on 2008-05-13 20:27:53 as
	Class discovery in gene expression data [My Copy] In RECOMB (2001), pp. 31-38. by Amir B. Dor, Nir Friedman, Zohar Yakhini posted to dimensionality-reduction by amargoli on 2008-05-13 20:21:13 as
	Discriminant analysis by Gaussian mixtures [My Copy] Journal of the Royal Statistical Society series B, Vol. 58 (1996), pp. 158-176. by T. Hastie, R. Tibshirani posted to dimensionality-reduction by amargoli on 2008-05-13 20:18:23 as
	Simultaneous feature selection and clustering using mixture models [My Copy] Pattern Analysis and Machine Intelligence, IEEE Transactions on In Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 26, No. 9. (2004), pp. 1154-1166. by M. H. C. Law, M. A. T. Figueiredo, A. K. Jain posted to dimensionality-reduction by amargoli on 2008-05-07 01:34:26 as along with 6 people stharward ecome chafika jekky sdvillal eacosta
	Automatic Subspace Clustering of High Dimensional Data [My Copy] Data Mining and Knowledge Discovery, Vol. 11, No. 1. (July 2005), pp. 5-33. by Rakesh Agrawal, Johannes Gehrke, Dimitrios Gunopulos, Prabhakar Raghavan posted to dimensionality-reduction by amargoli on 2008-05-05 21:27:24 as along with 4 people bozdagd syoyo bigbossman egallop
	Feature selection in unsupervised learning via evolutionary search [My Copy] In KDD '00: Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining (2000), pp. 365-369. by Yeongseog Kim, Nick W. Street, Filippo Menczer posted to dimensionality-reduction by amargoli on 2008-04-28 19:22:54 as
	Feature Selection for Unsupervised Learning [My Copy] J. Mach. Learn. Res., Vol. 5 (2004), pp. 845-889. by Jennifer G. Dy, Carla E. Brodley posted to dimensionality-reduction by amargoli on 2008-04-28 19:21:27 as
	Toward Integrating Feature Selection Algorithms for Classification and Clustering [My Copy] IEEE Transactions on Knowledge and Data Engineering, Vol. 17, No. 4. (April 2005), pp. 491-502. by Huan Liu, Lei Yu posted to dimensionality-reduction by amargoli on 2008-04-27 20:10:41 as along with 5 people Jaldert sona sdvillal javo_eupla zhengzhong
	Subspace clustering for high dimensional data: a review [My Copy] SIGKDD Explor. Newsl., Vol. 6, No. 1. (June 2004), pp. 90-105. by Lance Parsons, Ehtesham Haque, Huan Liu posted to dimensionality-reduction by amargoli on 2008-04-27 04:44:35 as along with 13 people and 2 groups tfx dpdearing LongNguyen V yas sdvillal syoyo gane5h fukken bigbossman noa lillejul dimatura Feature Selection T_lab
	An introduction to variable and feature selection [My Copy] J. Mach. Learn. Res., Vol. 3 (2003), pp. 1157-1182. by Isabelle Guyon, André Elisseeff posted to dimensionality-reduction by amargoli on 2008-04-27 04:39:22 as along with 16 people saus83 gabriprat yaroslavvb bigga sona JoSeK davidr gyuli buescher76 mukundn student_t chiahuey gkvas Mohan-S dimatura AbnerCYH
	Wrappers for feature subset selection [My Copy] Artificial Intelligence, Vol. 97, No. 1-2. (December 1997), pp. 273-324. by R. Kohavi posted to dimensionality-reduction by amargoli on 2008-04-27 04:33:24 as along with 7 people and 1 group davidr stharward h-chi chad_davis ccpin sdvillal gabriprat PTT
	Feature selection for clustering problems: a hybrid algorithm that iterates between k-means and a Bayesian filter [My Copy] Hybrid Intelligent Systems, 2005. HIS '05. Fifth International Conference on In Hybrid Intelligent Systems, 2005. HIS '05. Fifth International Conference on (2005), 6 pp.. by E. R. Hruschka, E. R. Hruschka, T. F. Covoes, N. F. F. Ebecken posted to dimensionality-reduction by amargoli on 2008-04-27 04:30:16 as along with 1 person gabriprat

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pca	10
statistics	10
nonlinear	8
tagging	8
clustering	7
machine-learning	7
recommender	6
bayesian	5
ica	5
dppaws	4
dynamics	4
feature-extraction	4
gaussian-process	4
independent-component-analysis	4
model	4
prediction	4
review	4
spacetime	4
climate	3
dlpaws	3
dynamical-system	3
information-theory	3
man2	3
neural-networks	3
supervised	3
audio-features	2
autoencoder	2
classification	2
convolution	2
document	2
embedding	2
emulator	2
eof	2
hierarchical	2
hmm	2
lle	2
lsi	2
mcmc	2
neural-encoding	2
neural-ensembles	2
neural-network	2
neural_dynamics	2
non-gaussian	2
non-linear	2
nonstationary	2
sparsity	2
spatial	2
spectral	2
static	2
stochastic	2
temporal	2
visualization	2
weather	2
4i	1
adjoint	1
assimilation	1
basal-ganglia	1
book	1
case1	1
computational	1
computer-vision	1
entropy	1
groups	1
hand	1
hidden-state	1
information	1
invariance	1
isomap	1
isomorphism	1
kalman-filter	1
langford	1
latent-variable	1
mapping	1
minimum-description-length	1
missing-data	1
nao	1
neural-pattern	1
neuroscience	1
novelty-detection	1
observations	1
olfactory	1
organizing	1
pattern	1
periodic	1
probability	1
protein-ligand	1
proximal	1
reinforcement-learning	1
representation	1
representation-veridical	1
rssi	1
similarity	1
sne	1
som	1
sulfur	1
tag-suggestion	1
trajectory	1
trend	1
unification	1
unsupervised	1

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