Principal Component Analysis for Sparse High-Dimensional Data

Lecture Notes in Computer Science - Germany
doi 10.1007/978-3-540-69158-7_59
Full Text
Abstract

Available in full text

Date

Unknown

Authors
Publisher

Springer Berlin Heidelberg

Related search

Principal Component Models for Sparse Functional Data

Biometrika
StatisticsProbabilityUncertaintyApplied MathematicsBiological SciencesAgriculturalMathematics
2000English

Stochastic Convex Sparse Principal Component Analysis

Eurasip Journal on Bioinformatics and Systems Biology
StatisticsGeneticsProbabilityMolecular BiologyBiochemistryMultidisciplinarySignal ProcessingComputer Science ApplicationsComputer ScienceMedicineComputational Mathematics
2016English

High Dimensional Semiparametric Scale-Invariant Principal Component Analysis

IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern RecognitionApplied MathematicsComputer VisionMathematicsComputational TheoryArtificial IntelligenceSoftware
2014English

Alternating Direction Method of Multipliers for Sparse Principal Component Analysis

Journal of the Operations Research Society of China
Management ScienceApplied MathematicsOperations ResearchMathematics
2013English

Spatially Weighted Principal Component Regression for High-Dimensional Prediction

Lecture Notes in Computer Science
Computer ScienceTheoretical Computer Science
2015English

High-Dimensional Data Classification Based on Principal Component Analysis Dimension Reduction and Improved BP Algorithm

DEStech Transactions on Computer Science and Engineering
2018English

The Effect of Principal Component Analysis on Machine Learning Accuracy With High Dimensional Spectral Data

English

Convergence of Sample Eigenvalues, Eigenvectors, and Principal Component Scores for Ultra-High Dimensional Data

Biometrika
StatisticsProbabilityUncertaintyApplied MathematicsBiological SciencesAgriculturalMathematics
2014English

Group-Wise Principal Component Analysis for Exploratory Data Analysis

Journal of Computational and Graphical Statistics
CombinatoricsUncertaintyStatisticsProbabilityDiscrete Mathematics
2017English

Amanote Research

Note-taking for researchers

Follow Amanote

© 2024 Amaplex Software S.P.R.L. All rights reserved.

Privacy PolicyRefund Policy