Summation pollution of principal component analysis and an improved algorithm for location sensitive data-Reference-Cited by-同舟云学术

Summation pollution of principal component analysis and an improved algorithm for location sensitive data

Published:2021-03-15 Issue:5 Volume:28 Page:
ISSN:1070-5325
Container-title:Numerical Linear Algebra with Applications
language:en
Short-container-title:Numer Linear Algebra Appl

Author:

Li Jingwei¹,Cai Xiao‐Chuan¹²^ORCID

Affiliation:

1. Department of Computer Science University of Colorado Boulder Boulder Colorado USA

2. Department of Mathematics University of Macau Macau China

Funder

National Science Foundation

Publisher

Wiley

Subject

Applied Mathematics,Algebra and Number Theory

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/nla.2370

Reference29 articles.

1. Trace optimization and eigenproblems in dimension reduction methods

2. Principal components analysis and the reported low intrinsic dimensionality of gene expression microarray data;Lenz M;Sci Rep [Internet],2016

3. Distributed estimation of principal eigenspaces

4. Turning Big Data Into Tiny Data: Constant-Size Coresets for $k$-Means, PCA, and Projective Clustering

5. QuY OstrouchovG SamatovaN GeistA. Principal component analysis for dimension reduction in massive distributed data sets. Paper presented at: Proceedings of the IEEE International Conference on Data Mining (ICDM) Maebashi City Japan;2002. p. 134–153.

Cited by 6 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A Domain Decomposition–Based CNN-DNN Architecture for Model Parallel Training Applied to Image Recognition Problems;SIAM Journal on Scientific Computing;2024-09-04

2. Domain decomposed classification algorithms based on linear discriminant analysis: An optimality theory and applications;Neurocomputing;2024-03

3. Learning adaptive coarse basis functions of FETI-DP;Journal of Computational Physics;2024-01

4. $\text{PIN}^{\mathcal L}$ : Preconditioned Inexact Newton with Learning Capability for Nonlinear System of Equations;SIAM Journal on Scientific Computing;2023-04-27

5. Compound Fault Diagnosis of Stator Interturn Short Circuit and Air Gap Eccentricity Based on Random Forest and XGBoost;Mathematical Problems in Engineering;2021-10-09