Robust principal component analysis

Results: 52



#Item
31Robust statistics / Multivariate statistics / Principal component analysis / Singular value decomposition / Outlier / Statistics / Algebra / Data analysis

Handling of data containing outliers Wolfram Stacklies and Henning Redestig CAS-MPG Partner Institute for Computational Biology (PICB) Shanghai, P.R. China and Max Planck Institute for Molecular Plant Physiology

Add to Reading List

Source URL: www.bioconductor.org

Language: English - Date: 2014-10-13 20:48:32
32Principal component analysis / Hyperspectral imaging / Dimension reduction / Spectral imaging / Sparse PCA / Factor analysis / Feature extraction / Support vector machine / Latent semantic indexing / Statistics / Multivariate statistics / Linear discriminant analysis

A Robust Band Compression Technique for Hyperspectral Image Classification Qazi Sami ul Haq,Lixin Shi,Linmi Tao,Shiqiang Yang Key Laboratory of Pervasive Computing, Ministry of Education Department of Computer Science an

Add to Reading List

Source URL: people.csail.mit.edu

Language: English - Date: 2012-05-23 01:04:47
33Estimation theory / Parametric statistics / Hypothesis testing / Normal distribution / Variance / Ordinary least squares / Standard deviation / Linear regression / Principal component analysis / Statistics / Data analysis / Regression analysis

Simulations for Sharpening Wald-type Inference in Robust Regression for Small Samples Manuel Koller April 30, 2014 Contents

Add to Reading List

Source URL: cran.r-project.org

Language: English - Date: 2014-11-18 13:54:18
34Robust statistics / Regression analysis / Econometrics / Plot / Robust regression / Outlier / Principal component analysis / Chemometrics / Linear regression / Statistics / Multivariate statistics / Data analysis

Quick Overview Scout 2008 Version 1.0

Add to Reading List

Source URL: www.epa.gov

Language: English - Date: 2009-06-12 14:26:56
35Multivariate statistics / Plot / Outlier / Minimum spanning tree / Principal component analysis / Nearest neighbor graph / Robust statistics / Cluster analysis / Graph / Statistics / Graph theory / Data analysis

High-Dimensional Visual Analytics: Interactive Exploration Guided by Pairwise Views of Point Distributions∗ Leland Wilkinson† Anushka Anand‡

Add to Reading List

Source URL: www.cs.uic.edu

Language: English - Date: 2010-02-27 00:59:51
36Multivariate statistics / Regression analysis / Scientific method / Chemometrics / Outlier / Robust regression / Principal component analysis / Mahalanobis distance / Plot / Statistics / Data analysis / Robust statistics

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
37Statistical theory / Dimension reduction / Regression analysis / Principal component analysis / Nonlinear dimensionality reduction / Kernel principal component analysis / Recursive least squares filter / Iteratively reweighted least squares / Kernel trick / Statistics / Multivariate statistics / Singular value decomposition

Robust Feature Extraction via Information Theoretic Learning Xiao-Tong Yuan [removed] Bao-Gang Hu [removed]

Add to Reading List

Source URL: www.machinelearning.org

Language: English - Date: 2009-05-18 12:17:28
38Error / Measurement / Robust statistics / Outlier / Errors and residuals in statistics / Smoothing / Principal component analysis / Sunlight / Statistics / Data analysis / Regression analysis

OMBRO—OMHCHO—OMOCLO De-Striping README FILE Date of this Document: 1 February 2007 Overview This document describes algorithm implementations of destriping corrections for the L2 products of the SAO PGEs OMBRO, OMHCH

Add to Reading List

Source URL: ozoneaq.gsfc.nasa.gov

Language: English - Date: 2007-02-27 16:38:59
39Matrix theory / Functional analysis / Singular value decomposition / Convex analysis / Convex optimization / Principal component analysis / Eigenvalues and eigenvectors / Differential equation / Projection / Algebra / Linear algebra / Mathematics

Robust learning of low-dimensional dynamics from large neural ensembles David Pfau Eftychios A. Pnevmatikakis

Add to Reading List

Source URL: www.stat.columbia.edu

Language: English - Date: 2013-12-04 14:35:43
40Machine learning / Geometric topology / Cluster analysis / Data mining / Differentiable manifold / Manifold / Principal component analysis / Ricci curvature / Unsupervised learning / Statistics / Multivariate statistics / Data analysis

Robust Multiple Manifolds Structure Learning

Add to Reading List

Source URL: icml.cc

Language: English - Date: 2012-06-07 13:19:50
UPDATE