Laser & Optoelectronics Progress, Volume. 56, Issue 4, 043003(2019)

Raman Spectroscopic Classification of Foodborne Pathogenic Bacteria Based on PCA-Stacking Model

Rujin Shi1, Fanzeng Xia2, Wandan Zeng1、*, and Han Qu3
Author Affiliations
  • 1 School of Computer Science and Information Engineering, Shanghai Institute of Technology, Shanghai 201418, China
  • 2 College of Software, Jilin University, Changchun, Jilin 130122, China
  • 3 Jilin Provincial Key Laboratory for Disease Prevention and Control, Institution of Military Veterinary, Academy of Military Medical Sciences, Changchun, Jilin 130122, China
  • show less
    References(17)

    [2] Kim J S, Lee G G, Park J S et al. A novel multiplex PCR assay for rapid and simultaneous detection of five pathogenic bacteria: Escherichia coli O157∶H7, Salmonella, Staphylococcus aureus, Listeria monocytogenes, and Vibrio parahaemolyticus[J]. Journal of Food Protection, 70, 1656-1662(2007).

    [14] Song Limei, Luo J[M]. Pattern recognition(2015).

    [16] Wolpert D H. Stacked generalization[J]. Neural Networks, 5, 241-259(1992).

    [17] Aggarwal C C[M]. Data classification: Algorithms and applications(2014).

    Tools

    Get Citation

    Copy Citation Text

    Rujin Shi, Fanzeng Xia, Wandan Zeng, Han Qu. Raman Spectroscopic Classification of Foodborne Pathogenic Bacteria Based on PCA-Stacking Model[J]. Laser & Optoelectronics Progress, 2019, 56(4): 043003

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Spectroscopy

    Received: Jun. 27, 2018

    Accepted: Sep. 6, 2018

    Published Online: Jul. 31, 2019

    The Author Email: Zeng Wandan (zengwd@sit.edu.cn)

    DOI:10.3788/LOP56.043003

    Topics