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Data reduction
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#	Item
41	PAPERS By how much does dietary salt reduction lower blood pressure? I-Analysis of observational data MR Add to Reading List Source URL: www.ncbi.nlm.nih.gov Language: English Health Hypertension Chemistry Matter Blood pressure Chemical elements Desiccants Reducing agents Sodium Essential hypertension Low sodium diet Intersalt study
42	Semi-Supervised Dimensionality Reduction for Analyzing High-Dimensional Data with Constraints Su Yan∗∗ IBM Almaden Research Center, 650 Harry Rd San Jose, CA 95120, USA Sofien Bouaziz Add to Reading List Source URL: sofienbouaziz.com Language: English - Date: 2015-11-19 01:50:28 Algebra Mathematics Statistics Multivariate statistics Linear algebra Functional analysis Dimension reduction Geostatistics Kernel principal component analysis Nonlinear dimensionality reduction Principal component analysis Dimensionality reduction
43	Self-Organizing Map for Data Mining in MATLAB: the SOM Toolbox http://www.cis.hut.fi/projects/somtoolbox The SOM Toolbox is a free function library for MATLAB 5 implementing the Self-Organizing Map (SOM) algorithm which Add to Reading List Source URL: www.cis.hut.fi Language: English - Date: 2000-10-09 05:53:45 Software Application software Mathematical software Array programming languages Artificial neural networks Dimension reduction Self-organizing map Cross-platform software Free statistical software MATLAB R Generative topographic map
44	Manifold learning algorithms aim to recover the underlying lowdimensional parametrization of the data using either local or global features. It is however widely recognized that the low dimensional parametrizations will Add to Reading List Source URL: mmds-data.org Language: English - Date: 2016-06-23 15:50:48 Machine learning Cybernetics Learning Manifold Cognition Dimension reduction Multivariate statistics Cognitive science Nonlinear dimensionality reduction
45	Friday, February 22, 2002 Part IX Add to Reading List Source URL: cio.noaa.gov Language: English - Date: 2013-09-05 14:51:00 Law United States Office of Management and Budget United States administrative law Administrative law Rulemaking Data Quality Act Paperwork Reduction Act OMB Public law Government U.S. Government peer review policies
46	P-SVM Variable Selection For Discovering Dependencies Between Genetic And Brain Imaging Data Johannes Mohr, Imke Puls, Jana Wrase, Sepp Hochreiter, Andreas Heinz and Klaus Obermayer Abstract— The joint analysis of gene Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2006-04-10 09:30:24 Statistics Genetics Biology Statistical classification Population genetics Dimension reduction Molecular biology Estimation theory Feature selection Support vector machine Single-nucleotide polymorphism Regression analysis
47	GUIDANCE NOTE ON RECOVERY: PRE-DISASTER RECOVERY PLANNING Executive Summary In the aftermath of a disaster, time is a valuable, yet extremely limited resource. Recovery decision-makers, planners and implementers face t Add to Reading List Source URL: www.recoveryplatform.org Language: English - Date: 2016-04-13 00:39:49 Emergency management Disaster preparedness Business continuity and disaster recovery Humanitarian aid Data management IT risk management National disaster recovery framework Disaster risk reduction Disaster recovery Federal Emergency Management Agency Recovery plan Business continuity planning
48	Unsupervised Deep Embedding for Clustering Analysis Junyuan Xie University of Washington arXiv:1511.06335v2 [cs.LG] 24 May 2016 Add to Reading List Source URL: ai2-website.s3.amazonaws.com Language: English - Date: 2016-06-23 15:15:13 Machine learning Statistics Learning Cluster analysis Data analysis Multivariate statistics K-means clustering Feature learning Spectral clustering Deep learning Pattern recognition Dimensionality reduction
49	Evolution of Channel Islands Population: A Cranial Measurements Study Final Report Denise Ferrari, Irina Kukuyeva July 1, 2009 Add to Reading List Source URL: scc.stat.ucla.edu Language: English - Date: 2010-11-17 13:09:44 Statistics Multivariate statistics Dimension reduction Data analysis Principal component analysis Factor analysis Functional principal component analysis
50	I will discuss recent work on randomized algorithms for low-rank approximation and principal component analysis (PCA). The talk will focus on efforts that move beyond the extremely fast, but relatively crude approximatio Add to Reading List Source URL: mmds-data.org Language: English - Date: 2016-06-23 15:50:48 Algebra Mathematics Multivariate statistics Numerical analysis Dimension reduction Iterative methods Numerical linear algebra Principal component analysis Singular value decomposition Stochastic optimization Algorithm Sparse dictionary learning

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