-
CGAL
- Referenced in 384 articles
[sw00118]
- neighbor interpolation and placement of streamlines), shape analysis, fitting, and distances (smallest enclosing sphere ... spheres, smallest enclosing ellipsoid of points, principal component analysis), and kinetic data structures. All these...
-
PMA
- Referenced in 129 articles
[sw19126]
- Analysis: a penalized matrix decomposition, sparse principal components analysis, and sparse canonical correlation analysis, described ... with applications to sparse principal components and canonical correlation analysis. Biostatistics...
-
SuLQ
- Referenced in 128 articles
[sw11355]
- ways. First, we modify the privacy analysis to real-valued functions f and arbitrary ... very few invocations of the primitive: principal component analysis, k means clustering, the Perceptron Algorithm...
-
ROBPCA
- Referenced in 68 articles
[sw11592]
- ROBPCA: A New Approach to Robust Principal Component Analysis. We introduce a new method ... robust principal component analysis (PCA). Classical PCA is based on the empirical covariance matrix...
-
SODAS
- Referenced in 70 articles
[sw00885]
- symbolic description of groups, factorial discriminant analysis, principal component analysis, histograms and elementary statistics, segmentation...
-
PCA-SIFT
- Referenced in 81 articles
[sw04592]
- smoothed weighted histograms, we apply Principal Components Analysis (PCA) to the normalized gradient patch...
-
KPCA plus LDA
- Referenced in 69 articles
[sw08766]
- examines the theory of kernel Fisher discriminant analysis (KFD) in a Hilbert space and develops ... phase KFD framework, i.e., kernel principal component analysis (KPCA) plus Fisher linear discriminant analysis...
-
Eigentaste
- Referenced in 63 articles
[sw12451]
- common set of items and applies Principal Component Analysis (PCA) to the resulting dense subset...
-
Eigenstrat
- Referenced in 56 articles
[sw33845]
- EIGENSTRAT method uses principal components analysis to explicitly model ancestry differences between cases and controls...
-
LowRankModels
- Referenced in 37 articles
[sw27002]
- models in data analysis, such as principal components analysis (PCA), matrix completion, robust PCA, nonnegative...
-
Pyglrm
- Referenced in 36 articles
[sw27003]
- models in data analysis, such as principal components analysis (PCA), matrix completion, robust PCA, nonnegative...
-
refund
- Referenced in 63 articles
[sw07434]
- data using principal components. Functional principal components (FPC) analysis is widely used to decompose ... implemented to understand the uncertainty in principal component decomposition quantities. Our method compares favorably...
-
RM-MEDA
- Referenced in 38 articles
[sw08554]
- piecewise continuous manifold. The local principal component analysis algorithm is used for building such...
-
LIBRA
- Referenced in 29 articles
[sw10553]
- LIBRA. LIBRA: a MATLAB Library for Robust Analysis is developed at ROBUST@Leuven, the research ... estimation (MCD), regression (LTS, MCD-regression), Principal Component Analysis (RAPCA, ROBPCA), Principal Component Regression (RPCR...
-
mixOmics
- Referenced in 29 articles
[sw09508]
- include: sparse PLS-Discriminant Analysis, Independent Principal Component Analysis and multilevel analysis using variance decomposition...
-
Survey
- Referenced in 52 articles
[sw08163]
- package survey: analysis of complex survey samples. Summary statistics, two-sample tests, generalised linear models ... standardization. PPS sampling without replacement. Principal components, factor analysis...
-
Multilinear Engine
- Referenced in 33 articles
[sw14430]
- Problems, including the n-Way Parallel Factor Analysis Model. A technique for fitting multilinear ... many-dimensional data arrays is described. Principal component analysis and three-way PARAFAC factor analysis...
-
missMDA
- Referenced in 19 articles
[sw08142]
- Handling missing values with/in multivariate data analysis (principal component methods). Imputation of incomplete continuous ... Missing values are imputed with a principal component analysis (PCA), a multiple correspondence analysis...
-
compositions
- Referenced in 24 articles
[sw00150]
- statistics and plots (ternary diagrams, boxplots), principal component analysis (using biplots), cluster analysis with Aitchison...
-
shapes
- Referenced in 18 articles
[sw14500]
- shapes, including Procrustes analysis, graphical displays, principal components analysis, permutation and bootstrap tests, thin-plate...