Dimension reduction

Results: 532



#Item
461Principal component analysis / Singular value decomposition / Machine learning / Least squares / Outlier / Dimension reduction / Segmentation / Statistics / Multivariate statistics / Data analysis

Hand Modeling and Tracking for Video-Based Sign Language Recognition by Robust Principal Component Analysis Wei Du? and Justus Piater University of Li`ege, Department of Electrical Engineering and Computer Science Montef

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Source URL: www.signspeak.eu

Language: English - Date: 2011-03-31 10:34:33
462Normal distribution / Bayesian statistics / Multivariate statistics / Machine learning / Statistical models / Statistics / Probability and statistics / Multivariate normal distribution

Linear Dimension Reduction for Multiple Multivariate Skew-Normal Densities Background A definition of the multivariate skew-normal (MSN) density function from Vernic (2006):

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Source URL: srcos2014.blogs.rice.edu

Language: English - Date: 2014-06-20 13:23:44
463Analysis of variance / Principle of marginality / Statistical inference / Linear regression / Heredity / Feature selection / Statistics / Regression analysis / Dimension reduction

Selection of Interaction Effects for High Dimensional Data Hao Helen Zhang Joint Work with Ning Hao University of Arizona

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Source URL: www.samsi.info

Language: English - Date: 2014-02-26 14:39:43
464Neural networks / Family therapy / Violence against women / Self-organizing map / Topography / Domestic violence / Topographic map / Amstelland / Physical geography / Dimension reduction / Geography / Abuse

Analyzing domestic violence with topographic maps: a comparative study Jonas Poelmans1, Paul Elzinga2, Stijn Viaene1,3, Guido Dedene1,4, Marc M. Van Hulle5 1

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Source URL: www.jonaspoelmans.com

Language: English - Date: 2013-07-07 11:01:46
465Machine learning / Data analysis / Dimension / Nonlinear dimensionality reduction / Principal component analysis / Dimension reduction / Overfitting / Backpropagation / Test set / Statistics / Neural networks / Multivariate statistics

www.sciencemag.org/cgi/content/full[removed]DC1 Supporting Online Material for Reducing the Dimensionality of Data with Neural Networks G. E. Hinton* and R. R. Salakhutdinov *To whom correspondence should be addres

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Source URL: www.cs.toronto.edu

Language: English - Date: 2006-08-04 12:16:09
466Pattern recognition / Statistical classification / Supervised learning / Principal component analysis / Digital signature / Dimension reduction / Naive Bayes classifier / Statistics / Machine learning / Multivariate statistics

PATTERN RECOGNITION APPROACHES TO COMPUTE IMAGE SIMILARITIES: APPLICATION TO AGE RELATED MORPHOLOGICAL CHANGE N. Orlov, J. Johnston, T. Macura, C. Wolkow, and I. Goldberg NIA/NIH, Laboratory of Genetics, Suite 3000, 333

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Source URL: josiah.berkeley.edu

Language: English - Date: 2009-12-02 13:21:56
467Multivariate statistics / Nonlinear dimensionality reduction / Isomap / Kernel trick / Dimension reduction / Support vector machine / Distance / Multidimensional scaling / Vector space / Statistics / Algebra / Mathematics

Author manuscript, published in "IEEE conf. on Computer Vision and Pattern Recognition, France (2012)" DOI : [removed]CVPR[removed]PCCA: A New Approach for Distance Learning from Sparse Pairwise Constraints Alexis Mi

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Source URL: hal.archives-ouvertes.fr

Language: English - Date: 2013-03-29 07:35:03
468Dimension reduction / Feature selection / Mutual information / F1 score / Precision and recall / Accuracy and precision / Support vector machine / Sampling / Geographic information system / Statistics / Model selection / Information retrieval

FEATURE SELECTION VIA JOINT LIKELIHOOD A thesis submitted to the University of Manchester for the degree of Doctor of Philosophy

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Source URL: academy.bcs.org

Language: English - Date: 2013-11-08 14:33:32
469Machine learning / Neural networks / Computational neuroscience / Multivariate statistics / Cybernetics / Conference on Neural Information Processing Systems / Geoffrey Hinton / Dimension reduction / Nonlinear dimensionality reduction / Artificial intelligence / Statistics / Neuroscience

U NIVERSITY OF T ORONTO , D EPARTMENT OF C OMPUTER S CIENCE 6 King’s College Rd. LP283 Toronto, M5S 3G4 CANADA •

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Source URL: www.cs.nyu.edu

Language: English - Date: 2009-10-06 19:03:47
470Stochastic control / Multivariate statistics / Partially observable Markov decision process / Statistical theory / Automated planning and scheduling / Principal component analysis / Reinforcement learning / Dimension reduction / Markov decision process / Statistics / Dynamic programming / Markov processes

Journal of Artificial Intelligence Research[removed]Submitted 05/04; published[removed]Finding Approximate POMDP Solutions Through Belief Compression

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Source URL: www.cs.cmu.edu

Language: English - Date: 2005-01-30 19:00:16
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