基于XGBoost的铝合金LIBS光谱分类识别方法

李晨阳; 陈雄飞; 张勇; 王亚文; 田中朝; 王世功; 赵珍阳; 刘英; 刘鹏宇

doi:doi:10.3964/j.issn.1000-0593(2021)02-0624-05

光谱学与光谱分析, 2021, 41 (2): 624, 网络出版: 2021-04-08

基于XGBoost的铝合金LIBS光谱分类识别方法下载： 580次

Study on Identification Method Based on XGBoost Model for Aluminum Alloy Using Laser-Induced Breakdown Spectroscopy

李晨阳 ^*陈雄飞张勇王亚文田中朝王世功赵珍阳刘英刘鹏宇

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引用该论文

李晨阳, 陈雄飞, 张勇, 王亚文, 田中朝, 王世功, 赵珍阳, 刘英, 刘鹏宇. 基于XGBoost的铝合金LIBS光谱分类识别方法[J]. 光谱学与光谱分析, 2021, 41(2): 624.

Chen-yang LI, Xiong-fei CHEN, Yong ZHANG, Ya-wen WANG, Zhong-chao TIAN, Shi-gong WANG, Zhen-yang ZHAO, Ying LIU, Peng-yu LIU. Study on Identification Method Based on XGBoost Model for Aluminum Alloy Using Laser-Induced Breakdown Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2021, 41(2): 624.

参考文献

[1] Koyanaka, KobayashiK, Yamamoto, et al. Resourses Conservation and Recycling, 2013, 75: 63.

[2] Aderval SLuna, Fabiano BGonzaga, WericksonF C da Rocha. Spectrochimica Acta Part B: Atomic Spectroscopy, 2018, 139: 20.

[3] RosalbaGaudiusoa, EboEwusi-Annana, NoureddineMelikechi, et al. Spectrochimica Acta Part B: Atomic Spectroscopy, 2018, 146: 106.

[4] KeLiu, DiTian, XinxinDeng, et al. Journal of Analytical Atomic Spectrometry, 2019, 34: 1665.

[5] PrasanthiInakollu, ThomasPhilip, AwadheshK. Rai, et al. Spectrochimica Acta Part B: Atomic Spectroscopy, 2009, 64: 99.

[6] LiangL, ZhangT, WangK, et al. Applied Optics, 2014, 53(4): 544.

[7] XuL, LiangL, ZhangT, et al. Analytical Methods, 2014, 6(20): 8374.

[8] CampanellaB, GrifoniE, LegnaioliS, et al. Spectrochimica Acta Part B: Atomic Spectroscopy, 2017, 134: 52.

[9] Robert PSherodan, Wei MingWang, AndyLiaw, et al. Journal of Chemical Information and Modeling, 2016, 56(12): 2353.

[10] ChenT, GuestrinC. XGBoost: A Scalable Tree Boosting System. ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, 2016. 785.

[11] JinZhang, DanielMucs, UlfNorinder, et al. Journal of Chemical Information and Modeling, 2019, 59(10): 4150.

[12] AmanAgarwal, Liu YA, ChristopherMcDowell. Industrial & Engineering Chemistry Research, 2019, 58(36): 16719.

[13] ZHANGXiao, LUOA-li(张枭, 罗阿理). Spectroscopy and Spectral Analysis(光谱学与光谱分析), 2019, 39(10): 3292.

李晨阳, 陈雄飞, 张勇, 王亚文, 田中朝, 王世功, 赵珍阳, 刘英, 刘鹏宇. 基于XGBoost的铝合金LIBS光谱分类识别方法[J]. 光谱学与光谱分析, 2021, 41(2): 624. Chen-yang LI, Xiong-fei CHEN, Yong ZHANG, Ya-wen WANG, Zhong-chao TIAN, Shi-gong WANG, Zhen-yang ZHAO, Ying LIU, Peng-yu LIU. Study on Identification Method Based on XGBoost Model for Aluminum Alloy Using Laser-Induced Breakdown Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2021, 41(2): 624.

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