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Functional principal component analysis
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11	䉬 Human Brain Mapping 14:140 –) 䉬 Add to Reading List Source URL: mialab.mrn.org Language: English - Date: 2011-04-29 13:52:23 Neuroimaging Multivariate statistics Magnetic resonance imaging Cognitive neuroscience Time series analysis Independent component analysis Functional magnetic resonance imaging Principal component analysis Outline of brain mapping Electroencephalography Statistical parametric mapping Dynamic functional connectivity
12	DSP: Robust Semi-Supervised Dimensionality Reduction using Dual Subspace Projections Su Yan∗ Sofien Bouaziz Dongwon Lee IBM Almaden Research Center Ecole Polytechnique F´ed´erale de Lausanne Pennsylvania State Univer Add to Reading List Source URL: sofienbouaziz.com Language: English - Date: 2015-11-19 01:50:34 Multivariate statistics Dimension reduction Geostatistics Functional analysis Linear algebra Dimensionality reduction Principal component analysis Nonlinear dimensionality reduction K-nearest neighbors algorithm Cluster analysis Kernel method Linear discriminant analysis
13	1 Kernel Optimization in Discriminant Analysis Di You, Onur C. Hamsici and Aleix M. Martinez Dept. Electrical and Computer Engineering The Ohio State University, Columbus, OH 43210 Add to Reading List Source URL: www2.ece.ohio-state.edu Language: English - Date: 2010-07-14 17:50:50 Linear algebra Functional analysis Multivariate statistics Statistical classification Operator theory Normal distribution Linear discriminant analysis Kernel method Kernel principal component analysis Distribution Radial basis function kernel Positive-definite kernel
14	Magnetic Resonance in Medicine 48:180 –Independent Component Analysis of fMRI Data in the Complex Domain V.D. Calhoun,1,4* T. Adalı,4 G.D. Pearlson,1 P.C.M. van Zijl,2,3 and J.J. Pekar2,3* In BOLD fMRI a s Add to Reading List Source URL: mialab.mrn.org Language: English - Date: 2011-04-29 13:52:47 Neuroimaging Multivariate statistics Magnetic resonance imaging Cognitive neuroscience Neurotechnology Functional magnetic resonance imaging Independent component analysis Voxel Electroencephalography Principal component analysis Euclidean vector Complex number
15	Incremental Learning for Visual Tracking † Jongwoo Lim† David Ross‡ Ruei-Sung Lin† Ming-Hsuan Yang∗ University of Illinois ‡ University of Toronto ∗ Honda Research Institute Add to Reading List Source URL: www.cs.toronto.edu Language: English - Date: 2005-01-07 15:34:20 Linear algebra Matrix theory Computer vision Functional analysis Numerical linear algebra Singular value decomposition Condensation algorithm Eigenvalues and eigenvectors Video tracking Principal component analysis Outline of object recognition Normal distribution
16	CUR Factorization via Discrete Empirical Interpolation Dan Sorensen Rice University Mark Embree Add to Reading List Source URL: mmds-data.org Language: English - Date: 2014-06-19 18:56:04 Linear algebra Functional analysis Numerical linear algebra Operator theory Multivariate statistics Singular value decomposition Principal component analysis Linear subspace Rank Multivariate normal distribution Singular value Distribution
17	INDEPENDENT COMPONENT ANALYSIS APPLIED TO FMRI DATA: A NATURAL MODEL AND ORDER SELECTION V. Calhoun1,2, T. Adali2, G. Pearlson1 1 Johns Hopkins University Div. of Psychiatric Neuro-Imaging, 600 N. Wolfe St., Baltimore, M Add to Reading List Source URL: mialab.mrn.org Language: English - Date: 2011-04-29 13:52:10 Magnetic resonance imaging Multivariate statistics Neuroimaging Signal processing Cognitive neuroscience Functional magnetic resonance imaging Independent component analysis Principal component analysis Event-related functional magnetic resonance imaging K-means clustering Functional integration Resting state fMRI
18	Classification with Low Rank and Missing Data Elad Hazan Princeton University and Microsoft Research, Herzliya EHAZAN @ CS . PRINCETON . EDU Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-09-16 19:38:45 Algebra Mathematics Linear algebra Statistical classification Matrix theory Functional analysis Multivariate statistics Matrix completion Eigenvalues and eigenvectors Principal component analysis Projection Support vector machine
19	Functional Subspace Clustering with Application to Time Series Mohammad Taha Bahadori∗ MOHAMMAB @ USC . EDU David Kale∗† DKALE @ USC . EDU Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-09-16 19:38:43 Machine learning Statistics Learning Artificial intelligence Multivariate statistics Dynamic programming Cluster analysis Data mining Geostatistics K-means clustering Principal component analysis Dynamic time warping
20	A. Ben-Hur and I. Guyon. Detecting stable clusters using principal component analysis. In Functional Genomics: Methods and Protocols. M.J. Brownstein and A. Kohodursky (eds.) Humana press, 2003 ppDetecting Stab Add to Reading List Source URL: www.cs.colostate.edu Language: English - Date: 2008-07-23 12:42:33

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