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タグ: dimension-reduction [204 articles]

Recent papers classified by the tag dimension-reduction.
  • Contour regression: A general approach to dimension reduction
    Annals of Statistics, Vol. 33 (16 Aug 2005), pp. 1580-1616.
    by Bing Li, Hongyuan Zha, Francesca Chiaromonte
    posted to dimension-reduction by walkking on 2006-09-27 03:03:48 as ** along with 1 person and 1 group davidr Computer_Graphics
  • Unsupervised Learning of Image Manifolds by Semidefinite Programming
    International Journal of Computer Vision, Vol. 70, No. 1. (October 2006), pp. 77-90.
    by Kilian Weinberger, Lawrence Saul
    posted to dimension-reduction image manifold spectral unsupervised by singhsh on 2008-02-29 19:16:52 as ** along with 3 people haidai sdvillal mctor
  • When Is "Nearest Neighbor" Meaningful?
    (1999), pp. 217-235.
    by Kevin S Beyer, Jonathan Goldstein, Raghu Ramakrishnan, Uri Shaft
    posted to dimension-reduction distance-metrics by sdvillal on 2006-10-03 14:33:57 as ** along with 2 people kbalaji kklo
  • High-Dimensional Shared Nearest Neighbor Clustering Algorithm
    Lecture Notes in Computer Science : Fuzzy Systems and Knowledge Discovery (2005), pp. 494-502.
    by Jian Yin, Xianli Fan, Yiqun Chen, Jiangtao Ren
    posted to dimension-reduction by sdvillal on 2006-10-06 18:50:37 as **
  • A Novel Kernel Method for Clustering
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 27, No. 5. (2005), pp. 801-804.
    by F Camastra, A Verri
    posted to dimension-reduction kernel-machines occ-applications by sdvillal on 2006-10-03 11:38:48 as ** along with 6 people and 2 groups davidr eme dragonrez filippone seudonimo_falso vplagnol astro csb_journal_club_public
  • Feature selection: evaluation, application, and small sample performance
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 19, No. 2. (1997), pp. 153-158.
    by A Jain, D Zongker
    posted to feature-selection dimension-reduction by sdvillal on 2006-10-13 11:16:27 as ** along with 2 people mmunson eacosta
  • Face recognition using optimal linear components of range images
    Image and Vision Computing, Vol. 24, No. 3. (1 March 2006), pp. 291-299.
    by Anuj Srivastava, Xiuwen Liu, Curt Hesher
    posted to dimension-reduction oca by sdvillal on 2006-10-22 16:35:49 as **
  • A kernel view of the dimensionality reduction of manifolds
    (2004)
    by Jihun Ham, Daniel D Lee, Sebastian Mika, Bernhard Schölkopf
    posted to dimension-reduction kernel-machines spectral by sdvillal on 2006-10-22 17:13:43 as ** along with 1 person gane5h
  • Data embedding techniques and applications
    (2005), pp. 29-33.
    by Li Yang
    posted to spectral dimension-reduction by sdvillal on 2007-01-18 15:57:25 as **
  • Feature selection for face recognition based on data partitioning
    Pattern Recognition, 2002. Proceedings. 16th International Conference on, Vol. 1 (2002), pp. 680-683 vol.1.
    by S Singh, M Singh, M Markou
    posted to dimension-reduction feature-selection by sdvillal on 2006-09-27 09:29:05 as read along with 1 person eacosta
  • Speculative Markov Blanket Discovery for Optimal Feature Selection
    (2005), pp. 809-812.
    by Sandeep Yaramakala, Dimitris Margaritis
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-13 10:36:38 as **
  • EM algorithms for PCA and SPCA
    (1998), pp. 626-632.
    by Sam Roweis
    posted to dimension-reduction pca-computation by sdvillal on 2008-02-29 10:15:24 as **
  • Local Fisher discriminant analysis for supervised dimensionality reduction
    (2006), pp. 905-912.
    by Masashi Sugiyama
    posted to dimension-reduction spectral by sdvillal on 2006-09-28 09:53:23 as read along with 2 people teesid jung_dalglish
  • Feature selection for ranking
    (2007), pp. 407-414.
    by Xiubo Geng, Tie-Yan Liu, Tao Qin, Hang Li
    posted to dimension-reduction feature-selection ranking by sdvillal on 2008-03-07 12:37:35 as ** along with 3 people Phanix billsus pablomendes
  • Computational Methods of Feature Selection (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series)
    (29 October 2007)
    posted to dimension-reduction feature-selection text-classification by sdvillal on 2008-05-21 17:01:02 as ** along with 1 person stefanmeissner
  • Feature selection algorithms: a survey and experimental evaluation
    Data Mining, 2002. ICDM 2002. Proceedings. 2002 IEEE International Conference on (2002), pp. 306-313.
    by LC Molina, L Belanche, A Nebot
    posted to dimension-reduction feature-selection by sdvillal on 2006-09-24 17:30:48 as ** along with 2 people chad_davis eacosta
  • An Extensive Empirical Study of Feature Selection Metrics for Text Classification
    Journal of Machine Learning Research, Vol. 3 (March 2003), pp. 1289-1305.
    by George Forman
    posted to dimension-reduction feature-selection imbalanced text-classification by sdvillal on 2008-05-21 10:14:53 as ** along with 3 people and 1 group markymaypo pprett eacosta ARTFL
  • Feature Selection for Ensembles
    (1999), pp. 379-384.
    by David Opitz
    posted to dimension-reduction ensemble-diversity ensembles feature-selection by sdvillal on 2006-10-12 08:44:07 as **
  • Adaptive dimension reduction using discriminant analysis and <i>K</i>-means clustering
    (2007), pp. 521-528.
    by Chris Ding, Tao Li
    posted to dimension-reduction by sdvillal on 2008-03-06 20:55:25 as **
  • Learning a kernel matrix for nonlinear dimensionality reduction
    (2004)
    by Kilian Q Weinberger, Fei Sha, Lawrence K Saul
    posted to dimension-reduction kernel-machines spectral by sdvillal on 2006-10-22 17:11:01 as ** along with 2 people and 1 group bpacker jccaicedo vision-ng
  • Multifactor-dimensionality reduction reveals high-order interactions among estrogen-metabolism genes in sporadic breast cancer.
    Am J Hum Genet, Vol. 69, No. 1. (July 2001), pp. 138-147.
    by MD Ritchie, LW Hahn, N Roodi, LR Bailey, WD Dupont, FF Parl, JH Moore
    posted to dimension-reduction mdr by sdvillal on 2006-12-01 15:44:07 as ** along with 1 person eukfn
  • Margin Based Feature Selection - Theory and Algorithms
    (2004)
    by Gilad R Bachrach, A Navot, N Tishby
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-16 17:52:57 as ** along with 1 person bhaddow
  • Locally adaptive dimensionality reduction for indexing large time series databases
    ACM Trans. Database Syst., Vol. 27, No. 2. (June 2002), pp. 188-228.
    by Kaushik Chakrabarti, Eamonn Keogh, Sharad Mehrotra, Michael Pazzani
    posted to dimension-reduction locality time-series by sdvillal on 2007-10-07 14:12:57 as **
  • Neighborhood Preserving Embedding
    (2005), pp. 1208-1213.
    by Xiaofei He, Deng Cai, Shuicheng Yan, Hong-Jiang Zhang
    posted to dimension-reduction locality spectral by sdvillal on 2007-06-08 19:09:06 as ** along with 1 person mctor
  • An iterative pruning algorithm for feedforward neural networks
    Neural Networks, IEEE Transactions on, Vol. 8, No. 3. (1997), pp. 519-531.
    by G Castellano, AM Fanelli, M Pelillo
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-11 11:54:20 as **
  • Toward Optimal Feature Selection
    (1996), pp. 284-292.
    by Daphne Koller, Mehran Sahami
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-13 10:30:21 as ** along with 6 people metamerist luispedro mmunson dimatura eacosta srp33
  • Feature Selection for Unsupervised Learning
    J. Mach. Learn. Res., Vol. 5 (2004), pp. 845-889.
    by Jennifer G Dy, Carla E Brodley
    posted to dimension-reduction feature-selection by sdvillal on 2006-08-25 11:38:40 as ** along with 2 people eacosta pablomendes
  • Manifold-adaptive dimension estimation
    (2007), pp. 265-272.
    by Amir M Farahmand, Csaba Szepesvári, Jean-Yves Audibert
    posted to dimension-reduction intrinsic-dimension-estimation by sdvillal on 2008-03-06 20:54:16 as **
  • Irrelevant Features and the Subset Selection Problem
    (1994), pp. 121-129.
    by George H John, Ron Kohavi, Karl Pfleger
    posted to dimension-reduction feature-selection by sdvillal on 2006-09-24 17:29:15 as ** along with 4 people gyuli dimatura jasperr eacosta
  • Feature selection for text categorization on imbalanced data
    SIGKDD Explor. Newsl., Vol. 6, No. 1. (June 2004), pp. 80-89.
    by Zhaohui Zheng, Xiaoyun Wu, Rohini Srihari
    posted to dimension-reduction feature-selection imbalanced text-classification by sdvillal on 2008-05-21 10:15:45 as **
  • Effectiveness of feature extraction in neural network architectures for novelty detection
    Artificial Neural Networks, 1999. ICANN 99. Ninth International Conference on (Conf. Publ. No. 470), Vol. 2 (1999), pp. 976-981 vol.2.
    by JFD Addison, S Wermter, J Macintyre
    posted to dimension-reduction occ-applications occ-neural-networks by sdvillal on 2006-09-25 15:42:05 as read
  • Feature Extraction: Foundations and Applications (Studies in Fuzziness and Soft Computing)
    (29 August 2006)
    posted to dimension-reduction feature-extraction feature-selection by sdvillal on 2008-04-01 00:23:09 as ** along with 1 person h-chi
  • Orthogonal neighborhood preserving projections
    Data Mining, Fifth IEEE International Conference on (2005), 8 pp..
    by E Kokiopoulou, Y Saad
    posted to dimension-reduction locality spectral by sdvillal on 2007-06-13 10:38:16 as **
  • Combining variable selection with dimensionality reduction
    IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on, Vol. 2 (2005), pp. 801-806 vol. 2.
    by L Wolf, S Bileschi
    posted to dimension-reduction feature-extraction feature-selection by sdvillal on 2007-01-25 18:01:49 as **
  • Data Complexity in Pattern Recognition (Advanced Information and Knowledge Processing)
    (15 September 2006)
    by Mitra Basu, Tin K Ho, Tin K Ho
    posted to dimension-reduction by sdvillal on 2007-01-22 14:36:40 as **
  • Adaptive classification with ellipsoidal regions for multidimensional pattern classification problems
    Pattern Recogn. Lett., Vol. 26, No. 9. (July 2005), pp. 1232-1243.
    by Ki K Lee, Wan C Yoon
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-16 17:11:01 as **
  • Query-learning-based iterative feature-subset selection for learning from high-dimensional data sets
    Knowledge and Information Systems, Vol. V9, No. 1. (3 January 2006), pp. 91-108.
    by Hiroshi Mamitsuka
    posted to dimension-reduction ensembles feature-selection by sdvillal on 2006-10-13 09:45:50 as **
  • PCA-based feature transformation for classification: issues in medical diagnostics
    Computer-Based Medical Systems, 2004. CBMS 2004. Proceedings. 17th IEEE Symposium on (2004), pp. 535-540.
    by M Pechenizkiy, A Tsymbal, S Puuronen
    posted to dimension-reduction feature-extraction unsupervised-dr-for-classification by sdvillal on 2008-02-01 11:26:00 as **
  • An efficient technique for nearest-neighbor query processing on the SPY-TEC
    Knowledge and Data Engineering, IEEE Transactions on, Vol. 15, No. 6. (2003), pp. 1472-1486.
    by Dong-Ho Lee, Hyoung-Joo Kim
    posted to dimension-reduction by sdvillal on 2006-10-03 14:32:24 as **
  • Wrappers for feature subset selection
    Artif. Intell., Vol. 97, No. 1-2. (1997), pp. 273-324.
    by Ron Kohavi, George H John
    posted to dimension-reduction feature-selection by sdvillal on 2006-09-24 16:54:24 as read along with 4 people and 1 group chad_davis ccpin gabriprat amargoli PTT
  • Map building without localization by dimensionality reduction techniques
    (2007), pp. 1071-1078.
    by Takehisa Yairi
    posted to dimension-reduction by sdvillal on 2008-03-06 20:56:19 as **
  • The utility of feature weighting in nearest-neighbor algorithms
    (1997)
    by R Kohavi, P Langley, Y Yun
    posted to dimension-reduction distance-metrics feature-selection by sdvillal on 2007-07-27 18:19:25 as ** along with 1 person xamat
  • A shrinking-based dimension reduction approach for multi-dimensional analysis
    Scientific and Statistical Database Management, 2004. Proceedings. 16th International Conference on (2004), pp. 427-428.
    by Yong Shi, A Zhang
    posted to dimension-reduction by sdvillal on 2006-09-13 09:55:30 as **
  • Overfitting in making comparisons between variable selection methods
    J. Mach. Learn. Res., Vol. 3 (2003), pp. 1371-1382.
    by Juha Reunanen
    posted to dimension-reduction error-estimation feature-selection by sdvillal on 2007-05-08 16:30:52 as ** along with 1 person mmunson
  • Semi-supervised nonlinear dimensionality reduction
    (2006), pp. 1065-1072.
    by Xin Yang, Haoying Fu, Hongyuan Zha, Jesse Barlow
    posted to dimension-reduction semi-supervised spectral by sdvillal on 2006-09-15 12:14:55 as **
  • Locality preserving clustering for image database
    (2004), pp. 885-891.
    by Xin Zheng, Deng Cai, Xiaofei He, Wei-Ying Ma, Xueyin Lin
    posted to dimension-reduction multimedia-ir spectral by sdvillal on 2006-10-15 17:42:03 as **
  • Selection of relevant features and examples in machine learning
    Artificial Intelligence, Vol. 97, No. 1. (December 1997), pp. 245-271.
    by AL Blum, P Langley
    posted to dimension-reduction feature-selection by sdvillal on 2006-09-24 17:12:41 as ** along with 3 people yaroslavvb sona srp33
  • Clustering quality based feature selection method
    MG&V, Vol. 13, No. 4. (October 2004), pp. 355-376.
    by Artur Klepaczko, Andrzej Materka
    posted to dimension-reduction by sdvillal on 2006-09-15 15:18:32 as **
  • Feature selection for semisupervised learning applied to image retrieval
    Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on, Vol. 2 (2003), pp. II-559-62 vol.3.
    by M Najjar, C Ambroise, JP Cocquerez
    posted to dimension-reduction feature-selection multimedia-ir semi-supervised by sdvillal on 2006-09-26 15:40:51 as ** along with 1 person mdifranc
  • Efficiently handling feature redundancy in high-dimensional data
    (2003), pp. 685-690.
    by Lei Yu, Huan Liu
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-11 13:02:37 as **
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