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Robust principal component analysis
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41	PDF Document Add to Reading List Source URL: www.samsi.info Language: English - Date: 2013-02-05 15:46:33 Mathematical optimization Robust statistics Numerical linear algebra Linear algebra Estimation theory M-estimator Convex optimization Singular value decomposition Principal component analysis Algebra Statistics Mathematics
42	Chemometrics Program 1 GOALS & APPROACH Goals: Research and Development to enhance or improve our Add to Reading List Source URL: www.epa.gov Language: English - Date: 2011-11-11 02:48:16 Multivariate statistics Regression analysis Scientific method Chemometrics Outlier Robust regression Principal component analysis Mahalanobis distance Plot Statistics Data analysis Robust statistics
43	Robust Nonnegative Matrix Factorization: Modern Dimension Reduction Procedure for Big Noisy Data Set Yifan Xu May 13, 2014 SAMSI – LDHD Transition Workshop Add to Reading List Source URL: www.samsi.info Language: English - Date: 2014-05-15 14:30:02 Multivariate statistics Matrix theory Non-negative matrix factorization Data analysis Singular value decomposition Principal component analysis Nonnegative matrix Matrix Vector space Algebra Mathematics Linear algebra
44	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 Add to Reading List Source URL: www.signspeak.eu Language: English - Date: 2011-03-31 10:34:33 Principal component analysis Singular value decomposition Machine learning Least squares Outlier Dimension reduction Segmentation Statistics Multivariate statistics Data analysis
45	A robust criterion for determining the number of static factors in approximate factor models Add to Reading List Source URL: www.ecb.europa.eu Language: English - Date: 2009-05-04 04:16:28 Multivariate statistics Singular value decomposition Factor analysis Market research Marketing Psychometrics Eigenvalues and eigenvectors Principal component analysis Algebra Statistics Mathematics
46 $Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning Jinfeng Yi† , Rong Jin† , Anil K. Jain† , Shaili Jain\ , Tianbao Yang‡ † Michigan State University, East Lansing, MI$	Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning Jinfeng Yi† , Rong Jin† , Anil K. Jain† , Shaili Jain\ , Tianbao Yang‡ † Michigan State University, East Lansing, MI Add to Reading List Source URL: www.cse.msu.edu Language: English - Date: 2013-02-09 13:51:50 Cluster analysis Data mining Geostatistics Machine learning Principal component analysis Segmentation Spectral clustering Hierarchical clustering UPGMA Statistics Multivariate statistics Data analysis
47	1 MMSE-based missing-feature reconstruction with temporal modeling for robust speech recognition Jos´e A. Gonz´alez, Antonio M. Peinado, Senior Member, IEEE, Ning Ma, Angel M. G´omez, and Jon Barker Add to Reading List Source URL: jandresgonzalez.files.wordpress.com Language: English - Date: 2013-09-09 09:57:25 Noise Markov models Estimation theory Bioinformatics Hidden Markov model Mixture model Principal component analysis Multivariate normal distribution Autoregressive model Statistics Probability and statistics Signal processing
48	ROBUST COMPUTATION OF LINEAR MODELS, OR HOW TO FIND A NEEDLE IN A HAYSTACK GILAD LERMAN∗ , MICHAEL MCCOY† , JOEL A. TROPP† , AND TENG ZHANG◦ Add to Reading List Source URL: users.cms.caltech.edu Language: English - Date: 2012-02-21 11:36:38 Robust statistics Operations research Econometrics RANSAC Principal component analysis Convex optimization Least absolute deviations Iteratively reweighted least squares Linear regression Statistics Regression analysis Mathematical optimization
49	SAS Global Forum[removed]SAS Presents Add to Reading List Source URL: support.sas.com Language: English - Date: 2010-04-07 09:03:23 Robust statistics Summary statistics Econometrics SAS Principal component analysis Quantile Outlier Sample mean and sample covariance Linear regression Statistics Data analysis Multivariate statistics
50	Fast and Robust Fixed-Point Algorithms for Independent Component Analysis Aapo Hyvärinen Add to Reading List Source URL: www.cs.helsinki.fi Language: English - Date: 2004-12-29 07:03:25 Signal processing Estimation theory Statistical inference Independent component analysis Normal distribution Principal component analysis Maximum likelihood Gaussian function Matrix Statistics Multivariate statistics Data analysis