Laser Technology, Volume. 45, Issue 4, 530(2021)

X-ray fluorescence spectrum combined with power k-means to examine toner analysis

TIAN Shisi1, JIANG Hong1, QI Henghui2, WANG Yiduan1, and MAN Ji3
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    References(15)

    [1] [1] CHENG P. Research on the identification method of laser printer toner[D]. Beijing: School of International Relations, 2012:2(in Chinese).

    [2] [2] YU J, WANG X F, ZHANG A L, et al. Micro laser Raman spectroscopy inspection of printed files of laser printers[J]. Journal of Light Scattering, 2003, 15(2):92-94(in Chinese).

    [3] [3] CLAYBOURN M, ANSELL M. Using Raman spectroscopy to solve crime:Inks, questioned documents and fraud[J]. Science & Justice: Journal of the Forensic Science Society,2000,40(4): 261-271.

    [4] [4] LIANG L N, YANG A D, LIN L X. Laser Raman spectroscopy to recognize printed files from laser printers of different manufacturers[J].Journal of Light Scattering,2003,15(2):92-94(in Chinese)

    [5] [5] SAGAR J T, BURGESS S R, McCARTHY C,et al.Elemental characterisation of sub 20nm structures in devices using new SEM-EDS technology[J]. Microelectronics Reliability,2016,64(7): 367-369.

    [6] [6] LIU M, SHEN S, WANG N. Visible-near infrared hyperspectral image technology for rapid identification of laser printing toner[J].Chinese Journal of Luminescence,2017,38(5):662-668(in Chinese).

    [7] [7] YANG R Q, JIANG H, WANG Y Q, et al. Pyrolysis gas chromatography/mass spectrometry to check copy toner[J]. Chinese Journal of Chromatography, 2003,21(3):277-280(in Chinese)

    [8] [8] HOU S H,BI M J.Analysis of heavy metal content in toner by EDXRF[J].Office Informatization,2012, 11(6):51-52(in Chinese).

    [9] [9] JASON X, KENNETH L.Power k-means clustering[C]//Proceedings of the 36th International Conference on Machine Learning. Long Beach, California,USA: Journal of Machine Learning Research, 2019:6921-6931.

    [10] [10] ZHANG L L, GENG L G, SUN J, et al. Correlation and cluster analysis of agronomic traits of flax germplasm resources based on R language[J].Acta Agronomica Sinica,2020,10(1):7-12(in Chinese).

    [11] [11] WU G J, ZHANG J L, YUAN D. Research on k-means-based elbow method for automatically obtaining k value[J].Software,2019,40(5):167-170(in Chinese).

    [12] [12] TANG W B, LI T, ZOU P J, et al. Research on summer air conditioning load forecasting based on Pearson correlation coefficient[J].Power Demand Side Management,2017,19(6):7-13(in Chinese)

    [13] [13] TANG W J, YIN X D, YAN Q Z, et al. Application of cluster analysis in distributed optical fiber vibration sensing system[J]. Laser Technology, 2015,39(6):854-857(in Chinese).

    [14] [14] WANG Q L, QIAO F, JIANG Y H. Improved k-means algorithm based on aggregation distance parameters[J].Computer Applications,2019,39(9):2586-2590(in Chinese).

    [15] [15] LIU Y F, HUANG X X, SONG H, et al. Research on the fault prediction of wind turbine gearbox in wind power generation system[J].Computer Simulation,2019,36(3):124-127(in Chinese).

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    TIAN Shisi, JIANG Hong, QI Henghui, WANG Yiduan, MAN Ji. X-ray fluorescence spectrum combined with power k-means to examine toner analysis[J]. Laser Technology, 2021, 45(4): 530

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    Paper Information

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    Received: Jul. 9, 2020

    Accepted: --

    Published Online: Jul. 13, 2021

    The Author Email:

    DOI:10-7510/jgjs-issn-1001-3806-2021-04-019

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