Impact of Laser-Induced Breakdown Spectroscopy data normalization on multivariate classification accuracy

被引:0
|
作者
机构
[1] [1,2,Pořízka, P.
[2] 1,2,Klus, J.
[3] 1,Hrdlička, A.
[4] Vrábel, J.
[5] Škarková, P.
[6] 1,2,Prochazka, D.
[7] 1,2,Novotný, J.
[8] 1,Novotný, K.
[9] 1,2,Kaiser, J.
来源
Pořízka, P. (pavel.porizka@ceitec.vutbr.cz) | 1600年 / Royal Society of Chemistry卷 / 32期
关键词
Classification (of information) - Aluminum alloys - Spectroscopic analysis - Matrix algebra - Atomic emission spectroscopy - Multivariant analysis;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [41] Preliminary evaluation of laser-induced breakdown spectroscopy for tissue classification
    Yueh, Fang-Yu
    Zheng, Hongbo
    Singh, Jagdish P.
    Burgess, Shane
    SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY, 2009, 64 (10) : 1059 - 1067
  • [42] Classification of Soft Tissues Using Laser-induced Breakdown Spectroscopy
    Li, Xiaohui
    An, Xiaokang
    Fan, Rongwei
    Yu, Xin
    Chen, Deying
    NOVEL BIOPHOTONICS TECHNIQUES AND APPLICATIONS IV, 2017, 10413
  • [43] Multivariate analysis of standoff laser-induced breakdown spectroscopy spectra for classification of explosive-containing residues
    De Lucia, Frank C., Jr.
    Gottfried, Jennifer L.
    Munson, Chase A.
    Miziolek, Andrzej W.
    APPLIED OPTICS, 2008, 47 (31) : G112 - G121
  • [44] A comparison of multivariate analysis techniques and variable selection strategies in a laser-induced breakdown spectroscopy bacterial classification
    Putnam, Russell A.
    Mohaidat, Qassem I.
    Daabous, Andrew
    Rehse, Steven J.
    SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY, 2013, 87 : 161 - 167
  • [45] A Study on the Effect of Preprocessing and Normalization on Classification of Plant Samples in Machine Learning Assisted Laser-Induced Breakdown Spectroscopy
    Zaman, Muhammad Haider
    Rehman, Fahad
    Tahir, Muhammad Shoaib
    Faheem, Muhammad
    Jamil, Yasir
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2024, 49 (07) : 10003 - 10019
  • [46] Accuracy improvement of calibration-free laser-induced breakdown spectroscopy
    付洪波
    倪志波
    王华东
    贾军伟
    董凤忠
    Plasma Science and Technology, 2019, (03) : 10 - 19
  • [47] Accuracy improvement of calibration-free laser-induced breakdown spectroscopy
    Fu, Hongbo
    Ni, Zhibo
    Wang, Huadong
    Jia, Junwei
    Dong, Fengzhong
    PLASMA SCIENCE & TECHNOLOGY, 2019, 21 (03)
  • [48] Accuracy improvement of calibration-free laser-induced breakdown spectroscopy
    付洪波
    倪志波
    王华东
    贾军伟
    董凤忠
    Plasma Science and Technology, 2019, 21 (03) : 10 - 19
  • [49] Laser-Induced Breakdown Spectroscopy Combined with Nonlinear Manifold Learning for Improvement Aluminum Alloy Classification Accuracy
    Harefa, Edward
    Zhou, Weidong
    SENSORS, 2022, 22 (09)
  • [50] Accuracy enhancement of laser-induced breakdown spectroscopy by polarization spectrum fusion
    Xu, Xiangjun
    Wang, Qianqian
    Teng, Geer
    Zhao, Zhifang
    Wei, Kai
    SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY, 2023, 204