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タグ: dimensionality [68 articles]

Recent papers classified by the tag dimensionality.
  • Dimension selection for feature selection and dimension reduction with principal and independent component analysis.
    Neural Comput, Vol. 19, No. 2. (February 2007), pp. 513-545.
    by I Koch, K Naito
    posted to dimensionality ica pca by xinian on 2007-01-11 03:55:54 as *** along with 2 people gkvas archerC
  • Estimation of the intrinsic dimensionality of fMRI data.
    Neuroimage, Vol. 29, No. 1. (1 January 2006), pp. 145-154.
    by D Cordes, RR Nandy
    posted to dimensionality fmri by xinian on 2006-09-22 07:56:15 as read along with 1 person and 1 group suizan Functional_Imaging
  • Variational extensions to EM and multinomial PCA
    (2002)
    by W Buntine
    posted to dimensionality multinomial pca reduction by vlachmore on 2008-08-04 19:20:25 as **
  • Relation between PLSA and NMF and implications
    (2005), pp. 601-602.
    by Eric Gaussier, Cyril Goutte
    posted to analysis dimensionality factorization laten matrix non-negative probabilistic reduction semantic by vlachmore on 2008-08-04 19:22:02 as ** along with 1 person pprett
  • Discrete Component Analysis
    (2006)
    by Wray Buntine, Aleks Jakulin
    posted to analysis component dimensionality discrete reduction by vlachmore on 2008-07-15 17:12:01 as ** along with 3 people mshafiei cbosuna bhaddow
  • An Introduction to Variable and Feature Selection
    Journal of Machine Learning Research, Vol. 3 (March 2003), pp. 1157-1182.
    by Isabelle Guyon, André Elisseeff
    posted to dimensionality feature reduction selection variable by vlachmore on 2008-05-15 15:25:03 as **
  • Algorithms for Non-negative Matrix Factorization
    (2000), pp. 556-562.
    by Daniel D Lee, Sebastian H Seung
    posted to dimensionality factorization matrix non-negative reduction by vlachmore on 2008-06-13 14:57:49 as ** along with 14 people and 3 groups pprett ppeeling anar yas luispedro pliz walkking aviad_work atbrew sugarexpletive phlow vsree007 dragonrez cager T_lab Computer_Graphics csb_journal_club_public
  • A generalization of principal component analysis to the exponential family
    (2001)
    by M Collins, S Dasgupta, R Schapire
    posted to analysis component dimensionality exponential pca principal reduction by vlachmore on 2008-06-13 13:58:50 as ** along with 2 people and 1 group mdreid tdhollan Statistical Machine Learning
  • Reducing the dimensionality of compositional data sets
    Mathematical Geology, Vol. 16, No. 6. (1984), pp. 617-635.
    by J Aitchison
    posted to analysis component dimensionality pca principal reduction by vlachmore on 2008-01-27 14:02:05 as *****
  • Probabilistic principal component analysis
    (1997)
    by M Tipping, C Bishop
    posted to analysis component dimensionality principal probabilistic reduction by vlachmore on 2008-01-27 14:22:15 as **** along with 10 people and 3 groups pdlug davidr bpacker mad ecome Theo walkking flavian_vasile ShaileshKumar kohei-h vision-ng LTN Computer_Graphics
  • Sufficient Dimensionality Reduction
    by Amir Globerson, Naftali Tishby
    posted to dimensionality reduction selection unsupervised variable by vlachmore on 2008-06-04 16:57:50 as ** along with 2 people and 1 group mdreid tdhollan Statistical Machine Learning
  • Unsupervised Forward Selection: A Method for Eliminating Redundant Variables
    J. Chem. Inf. Comput. Sci., Vol. 40, No. 5. (25 September 2000), pp. 1160-1168.
    by DC Whitley, MG Ford, DJ Livingstone
    posted to clustering dimensionality reduction selection unsupervised variable by vlachmore on 2008-06-04 16:26:50 as ** along with 2 people ihaque elvinado
  • Unsupervised Feature Selection Using Feature Similarity
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, No. 4. (2002)
    by P Mitra, CA Murthy, SK Pal
    posted to dimensionality reduction selection unsupervised variable by vlachmore on 2008-06-04 16:33:24 as ** along with 1 person sugarexpletive
  • CLIFF: Clustering of High-Dimensional Microarray Data via Iterative Feature Filtering Using Normalized Cuts
    (2001)
    by Eric P Xing, Richard M Karp
    posted to clustering dimensionality reduction selection unsupervised variable by vlachmore on 2008-06-04 16:22:45 as **
  • Variable Selection for Model-Based Clustering
    Journal of the American Statistical Association, Vol. 101, No. 473. (March 2006), pp. 168-178.
    by Adrian E Raftery, Nema Dean
    posted to clustering dimensionality reduction selection unsupervised variable by vlachmore on 2008-06-04 16:30:07 as ** along with 2 people amargoli filippone
  • Detecting Stable Clusters Using Principal Component Analysis
    Functional Genomics (2003), pp. 159-182.
    by Asa Ben-Hur, Isabelle Guyon
    posted to analysis clustering component dimensionality pca principal reduction selection unsupervised variable by vlachmore on 2008-06-04 16:43:30 as **
  • <i>K</i>-means clustering via principal component analysis
    (2004)
    by Chris Ding, Xiaofeng He
    posted to clustering dimensionality k-means pca reduction by vlachmore on 2008-01-18 19:00:33 as read
  • Principal component analysis of compositional data
    Biometrika, Vol. 70, No. 1. (1 April 1983), pp. 57-65.
    by J Aitchison
    posted to analysis component compositional datasets dimensionality pca principal reduction by vlachmore on 2008-01-27 14:00:21 as *****
  • Investigating the Efficacy of Nonlinear Dimensionality Reduction Schemes in Classifying Gene and Protein Expression Studies
    IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 5, No. 3. (2008), pp. 368-384.
    by George Lee, Carlos Rodriguez, Anant Madabhushi
    posted to reduction pca mdr dimensionality by turnersd on 2008-09-23 14:29:56 as *
  • Visualization Techniques for Mining Large Databases: A Comparison
    Transactions on Knowledge and Data Engineering, Special Issue on Data Mining, Vol. 8, No. 6. (1996), pp. 923-938.
    by DA Keim, HP Kriegel
    posted to dimensionality reduction visualization by tdhollan on 2008-08-06 09:00:04 as ** along with 1 person ajay81
  • A unified framework for semi-supervised dimensionality reduction
    Pattern Recognition, Vol. 41, No. 9. (September 2008), pp. 2789-2799.
    by Yangqiu Song, Feiping Nie, Changshui Zhang, Shiming Xiang
    posted to dimensionality reduction semi-supervised by tdhollan on 2008-08-06 09:08:55 as ** along with 1 person jjrodriguez
  • Fast dimensionality reduction and simple PCA
    (1998)
    by M Partridge, R Calvo
    posted to dimensionality pca reduction by tdhollan on 2008-08-06 09:06:22 as ** along with 1 person mauricem
  • Dimensionality Reduction of Clustered Data Sets
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 30, No. 3. (2008), pp. 535-540.
    by Guido Sanguinetti
    posted to clustering dimensionality reduction by tdhollan on 2008-08-06 09:07:23 as ** along with 2 people microserf jjrodriguez
  • What is the Dimensionality of Human Semantic Space?
    by Will Lowe
    posted to dimensionality memories neuro-semantics semantic-space semantic-spaces by Scis0000002 on 2007-06-03 16:50:40 as **
  • A kernel view of the dimensionality reduction of manifolds
    (2004)
    by J Ham, D Lee, S Mika, B Scholkopf
    posted to dimensionality manifolds by Scis0000002 on 2008-01-15 14:32:23 as ** along with 3 people scis0000001 hcs sugarexpletive
  • Estimating the intrinsic dimension of data with a fractal-based method
    IEEE Transactions on Pattern Analysis and Machine Intelligence, to appear. (2002)
    by F Camastra, A Vinciarelli
    posted to complexity dimensionality by Scis0000002 on 2007-11-09 02:10:04 as **
  • What Dimensions Do the Time and Space Have: Integer or Fractional?
    (17 Jan 2000)
    by Leonid
    posted to dimensionality fractionality space-time by Scis0000002 on 2008-01-02 18:38:01 as **
  • Effective Strong Dimension, Algorithmic Information, and Computational Complexity
    (6 Jan 2003)
    by Krishna B Athreya, John M Hitchcock, Jack H Lutz, Elvira Mayordomo
    posted to dimensionality by Scis0000002 on 2007-11-04 00:35:38 as **
  • The dimensions of individual strings and sequences
    by J Lutz
    posted to dimensionality sequence string by scis0000001 on 2006-08-29 15:12:17 as **
  • The creation of high-dimensional oscillations from low-dimensional systems
    (July 1995), 6015.
    by AA Kipchatov, LV Krasichkov
    posted to dimensionality dynamical-system hd high-dimensional ld low-dimensional oscillations waves by scis0000001 on 2007-04-15 14:11:49 as ** along with 1 person Scis0000002
  • The notion of dimension in geometry and algebra
    (1 Feb 2005)
    by Yuri I Manin
    posted to dimensionality fractal-geometry fractality noncommutative-geometry quantale by scis0000001 on 2007-03-30 14:24:03 as ** along with 1 person tarampam
  • Fractals, Dimension, And Formal Languages
    by Wolfgang Merzenich, Ludwig Staiger
    posted to dimensionality formal-language fractality by scis0000001 on 2006-08-29 15:07:12 as **
  • Nonlinear dimensionality reduction by locally linear embedding
    (2000)
    by S Roweis, L Saul
    posted to dimensionality dimensionality-reduction embedding linear nonlinear by scis0000001 on 2006-10-12 13:35:11 as ** along with 1 person ntbinh
  • Universal data compression and portfolio selection
    Foundations of Computer Science, 1996. Proceedings., 37th Annual Symposium on (1996), pp. 534-538.
    by TM Cover
    posted to algorithmic-information-theory compressibility descriptive-complexity dimensionality information-distance predictability prediction total-order universal-coding universal-portfolio-selection universal-prediction universal-sequence-prediction by scis0000001 on 2007-04-01 17:45:38 as **
  • Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases
    (2001)
    by Eamonn J Keogh, Kaushik Chakrabarti, Sharad Mehrotra, Michael J Pazzani
    posted to adaptive dimensionality indexing reduction time-series by scis0000001 on 2007-04-12 08:45:46 as ** along with 1 person burtonwu
  • Exact fractals with adjustable fractal and fracton dimensionalities
    Journal of Physics A: Mathematical and General, Vol. 16, No. 15. (1983), pp. L559-L563.
    by Ben D Avraham, S Havlin
    posted to construction dimensionality fractals fracton generation by scis0000001 on 2006-08-31 17:28:22 as **
  • Complex Networks as Hypergraphs
    (19 May 2005)
    by Ernesto Estrada, Juan A Rodriguez-Velazquez
    posted to dimensionality generalization generalized-inner-product generalized-inner-product-space generalized-kernel generalized-kolmogorov-complexity hd hilbert-space hyper-economy hypergraphs hypernetworks inner-product-space kernel-function network optimality representation by scis0000001 on 2006-09-23 15:08:44 as ** along with 2 people Stribor ltabourier
  • SPHERICALLY SYMMETRIC RANDOM WALKS II. DIMENSIONALLY DEPENDENT CRITICAL BEHAVIOR
    (6 Jun 1995)
    by Carl M Bender, Peter N Meisinger, Stefan Boettcher
    posted to criticality dimensionality random-walk symmetry by scis0000001 on 2006-10-13 17:48:16 as **
  • Fractality, Self-Similarity and Complex Dimensions
    (14 Jan 2004)
    by Michel L Lapidus, Machiel van Frankenhuijsen
    posted to complex-dimensions criticality dimensionality fractality log-periodicity scale-invariance self-similarity by scis0000001 on 2006-09-16 13:53:58 as **
  • Constructive dimension equals Kolmogorov complexity
    (2003)
    by L Staiger
    posted to dimensionality kolmogorov-complexity by scis0000001 on 2006-08-29 15:13:11 as **
  • Dimensionality and Fractals
    (3 Aug 1999)
    by BG Sidharth
    posted to dimension dimensionality fractal-dimension fractality fractals by scis0000001 on 2006-08-31 16:31:07 as **
  • Prediction and dimension
    (2002)
    by L Fortnow, J Lutz
    posted to complexity dimension dimensionality predictability prediction by scis0000001 on 2007-04-01 15:53:11 as **
  • The Generalized Universal Law of Generalization
    (29 Jan 2001)
    by Nick Chater, Paul Vitanyi
    posted to algorithmic-information-theory compressibility computational-epistemology confusability-matrix continuity dimensionality discreteness distinguishability epistemology fca fractality generalizability generalization generalized-kolmogorov-complexity indistinguishability information information-distance irregularity kernel-function kernel-matrix parchments partitions planck-scale predictability randomness regularity self-similarity seperability similarity similarity-matrix uncertainty by scis0000001 on 2006-09-08 13:30:27 as ** along with 1 person guslacerda
  • notes An introduction to variable and feature selection
    J. Mach. Learn. Res., Vol. 3 (2003), pp. 1157-1182.
    by Isabelle Guyon, Andre Elisseeff
    posted to dimensionality feature learning machine reduction selection by pprett on 2008-02-14 11:29:35 as read along with 4 people jmetzen mercutio chad_davis sdvillal
  • Singular Value Decomposition and Principal Component Analysis
    (3 Mar 2003), pp. 91-109.
    by Michael E Wall, Andreas Rechtsteiner, Luis M Rocha
    edited by DP Berrar, W Dubitzky, M Granzow
    posted to algebra analysis components dimension dimensionality linear linearalgebra pca principal svd by pdlug on 2007-09-26 05:31:41 as ** along with 9 people elsantosneto stanley mystery sdvillal sugarexpletive kklo rspeer zambujo AbnerCYH
  • Bayesian Classification and Regression with High Dimensional Features
    (18 Sep 2007)
    by Longhai Li
    posted to bayesian classification dimensionality features math mathematics regression statistics by pdlug on 2008-07-07 23:16:37 as **
  • Trust in a high-concern risk controversy: a comparison of three concepts
    Journal of Risk Research, Vol. 10, No. 2. (2007), pp. 223-237.
    by George Cvetkovich, Kazuya Nakayachi
    posted to behavior causal confidence credibility dimensionality dimensions encapsulated error halo information model perception rater similarity social trust value by nikko on 2008-05-13 20:04:53 as ***
  • Comparative Study of Semi-Implicit Schemes for Nonlinear Diffusion in Hyperspectral Imagery
    Image Processing, IEEE Transactions on, Vol. 16, No. 5. (2007), pp. 1303-1314.
    by Julio M Duarte-Carvajalino, Paul E Castillo, Miguel Velez-Reyes
    posted to dimensionality hyperspectral nonlinear-diffusion by mdramirez on 2008-02-22 18:45:32 as read along with 1 person jford
  • A mathematical tool for exploring the dynamics of biological networks
    Proceedings of the National Academy of Sciences (21 November 2007), 0709955104.
    by Paolo E Barbano, Marina Spivak, Marc Flajolet, Angus C Nairn, Paul Greengard, Leslie Greengard
    posted to dimensionality manifolds nonlinear-dynamics by mdramirez on 2008-03-28 20:42:55 as read along with 9 people and 1 group tmmurali cjeans zwang cactus sobolevnrm forgoston lenov sdbneuro phoenixzxl baker-group
  • Nonlinear Dimensionality Reduction by Locally Linear Embedding
    Science, Vol. 290, No. 5500. (22 December 2000), pp. 2323-2326.
    by Sam T Roweis, Lawrence K Saul
    posted to dimensionality lle manifolds by mdramirez on 2008-02-22 19:21:19 as read along with 17 people and 4 groups egozi yaroslavvb gangli yas yama_tah filippone tag sdvillal dgront walkking jguinney kenji4569 DavidSchulz mctor amargoli matjes eddymier tulip T_lab metric_embeddings Computer_Graphics
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