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
  • [21] Functional outlier detection with robust functional principal component analysis
    Sawant, Pallavi
    Billor, Nedret
    Shin, Hyejin
    COMPUTATIONAL STATISTICS, 2012, 27 (01) : 83 - 102
  • [22] Training Data Augmentation with Data Distilled by Principal Component Analysis
    Sirakov, Nikolay Metodiev
    Shahnewaz, Tahsin
    Nakhmani, Arie
    ELECTRONICS, 2024, 13 (02)
  • [23] Registration of remote-sensing images using robust weighted kernel principal component analysis
    Duan, Xifa
    Tian, Zheng
    Ding, Mingtao
    Zhao, Wei
    AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2013, 67 (01) : 20 - 28
  • [24] The Comparison of Robust Partial Least Squares Regression with Robust Principal Component Regression on a Real Data
    Polat, Esra
    Gunay, Suleyman
    11TH INTERNATIONAL CONFERENCE OF NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2013, PTS 1 AND 2 (ICNAAM 2013), 2013, 1558 : 1458 - 1461
  • [25] Principal Component Analysis of Water Pipe Flow Data
    Park, S.
    Jung, S. -Y.
    16TH WATER DISTRIBUTION SYSTEM ANALYSIS CONFERENCE (WDSA2014): URBAN WATER HYDROINFORMATICS AND STRATEGIC PLANNING, 2014, 89 : 395 - 400
  • [26] High-dimensional robust principal component analysis and its applications
    Jiang, Xiaobo
    Gao, Jie
    Yang, Zhongming
    JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2023, 23 (05) : 2303 - 2311
  • [27] Image Clustering Based on Graph Regularized Robust Principal Component Analysis
    Jiang, Yan
    Liang, Wei
    Tang, Mingdong
    Xie, Yong
    Tang, Jintian
    BLOCKCHAIN AND TRUSTWORTHY SYSTEMS, BLOCKSYS 2019, 2020, 1156 : 563 - 573
  • [28] Sparse Robust Principal Component Analysis with Applications to Fault Detection and Diagnosis
    Luo, Lijia
    Bao, Shiyi
    Tong, Chudong
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2019, 58 (03) : 1300 - 1309
  • [29] Robust Principal Component Functional Logistic Regression
    Denhere, Melody
    Billor, Nedret
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2016, 45 (01) : 264 - 281
  • [30] Face recognition using kernel principal component analysis
    Kim, KI
    Jung, K
    Kim, HJ
    IEEE SIGNAL PROCESSING LETTERS, 2002, 9 (02) : 40 - 42
12345