Using the Robust Principal Component Analysis to Identify Incorrect Aerological Data

被引：0
|
作者：
A. M. Kozin
A. D. Lykov
I. A. Vyazankin
A. S. Vyazankin
机构：
[1] Central Aerological Observatory,
[2] Sechenov First Moscow State Medical University,undefined
来源：
Russian Meteorology and Hydrology | 2021年 / 46卷
关键词：
aerological data; geopotential height; outliers; machine learning; Robust Principal Component Analysis (RPCA);
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：631 / 639
页数：8
相关论文
共 50 条
  • [1] Using the Robust Principal Component Analysis to Identify Incorrect Aerological Data
    Kozin, A. M.
    Lykov, A. D.
    Vyazankin, I. A.
    Vyazankin, A. S.
    RUSSIAN METEOROLOGY AND HYDROLOGY, 2021, 46 (09) : 631 - 639
  • [2] Robust principal component analysis for functional data
    Peña, D
    Prieto, J
    TEST, 1999, 8 (01) : 56 - 60
  • [3] Robust principal component analysis for functional data
    N. Locantore
    J. S. Marron
    D. G. Simpson
    N. Tripoli
    J. T. Zhang
    K. L. Cohen
    Graciela Boente
    Ricardo Fraiman
    Babette Brumback
    Christophe Croux
    Jianqing Fan
    Alois Kneip
    John I. Marden
    Daniel Peña
    Javier Prieto
    Jim O. Ramsay
    Mariano J. Valderrama
    Ana M. Aguilera
    N. Locantore
    J. S. Marron
    D. G. Simpson
    N. Tripoli
    J. T. Zhang
    K. L. Cohen
    Test, 1999, 8 (1) : 1 - 73
  • [4] Augmenting Telephony Audio Data using Robust Principal Component Analysis
    Mo, Ronald K.
    Lam, Albert Y. S.
    2020 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2020, : 1794 - 1799
  • [5] Robust principal component analysis for functional data - Discussion
    Boente, G
    Fraiman, R
    TEST, 1999, 8 (01) : 28 - 35
  • [6] Robust Principal Component Analysis of Data with Missing Values
    Karkkainen, Tommi
    Saarela, Mirka
    MACHINE LEARNING AND DATA MINING IN PATTERN RECOGNITION, MLDM 2015, 2015, 9166 : 140 - 154
  • [7] Reducing Reporting Burden of Healthcare Data Using Robust Principal Component Analysis
    Servi, Les
    Paffenroth, Randy
    Jutras, Melanie
    Burchett, Deon
    2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2020, : 3827 - 3836
  • [8] Data Analysis Using Principal Component Analysis
    Sehgal, Shrub
    Singh, Harpreet
    Agarwal, Mohit
    Bhasker, V.
    Shantanu
    2014 INTERNATIONAL CONFERENCE ON MEDICAL IMAGING, M-HEALTH & EMERGING COMMUNICATION SYSTEMS (MEDCOM), 2015, : 45 - 48
  • [9] Robust principal component analysis
    Partridge, Matthew
    Jabri, Marwan
    Neural Networks for Signal Processing - Proceedings of the IEEE Workshop, 2000, 1 : 289 - 298
  • [10] A ROBUST PRINCIPAL COMPONENT ANALYSIS
    RUYMGAART, FH
    JOURNAL OF MULTIVARIATE ANALYSIS, 1981, 11 (04) : 485 - 497
12345