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Tingting Chen, Tianlong Zhang*, Hua Li*, Applications of laser-induced breakdown spectroscopy (LIBS) combined with machine learning in geochemical and environmental resources exploration[J], Trends in Analytical Chemistry, 2020, 133: 116113
Fangqi Ruan, Lin Hou, Tianlong Zhang*, Hua Li*, A novel hybrid filter/wrapper method for feature selection in archaeological ceramics classification by laser-induced breakdown spectroscopy[J], Analyst, 2020, DOI:10.1039/d0an02045a
Fangqi Ruan, Lin Hou, Tianlong Zhang*, Hua Li*, A modified backward elimination approach for the rapid classification of Chinese ceramics using laser induced breakdown spectroscopy and chemometrics[J], Journal of Analytical Atomic Spectrometry, 2020, 35(3): 518-525
Xin Zhang, Nan Li, Chunhua Yan, Jiahui Zeng, Tianlong Zhang*, Hua Li*, Four-metal-element quantitative analysis and pollution source discrimination in atmospheric sedimentation by laser-induced breakdown spectroscopy (LIBS) coupled with machine learning[J], Journal of Analytical Atomic Spectrometry, 2020, 35(2): 403-413
Mingjing Zhao, Chunhua Yan, Yaozhou Feng, Jia Xue, Hongsheng Tang, Tianlong Zhang*, Hua Li*, A novel strategy for quantitative analysis of soil pH via laser-induced breakdown spectroscopy coupled with random forest[J], Plasma Science and Technology, 2020, 22(7): 074003
Chunhua Yan, Jing Liang, Mingjing Zhao, Xin Zhang, Tianlong Zhang*, Hua Li*, A novel hybrid feature selection strategy in quantitative analysis of laser-induced breakdown spectroscopy[J], Analytica Chimica Acta, 2019, 1080: 35-42
Fangqi Ruan, Tianlong Zhang*, Hua Li*, Laser-induced breakdown spectroscopy in archeological science: a review of its application and future perspectives[J], Applied Spectroscopy Reviews, 2019, 54(7): 573-601
Chunhua Yan, Tianlong Zhang*, Yaqin Sun, Hongsheng Tang, Hua Li*, A hybrid variable selection method based on wavelet transform and mean impact value for calorific value determination of coal using laser-induced breakdown spectroscopy and kernel extreme learning machine[J], Spectrochimica Acta Part B:Atomic Spectroscopy, 2019, 154: 75-81
Nan Li, Juan Qi, Ping Wang, Xin Zhang, Tianlong Zhang*, Hua Li*, Quantitative structure-activity relationship(QSAR) study of carcinogenicity of polycyclic aromatic hydrocarbons(PAHs) in atmospheric particulate matter by random forest(RF)[J]. Analytical Methods, 2019, 11: 1816-1821
Juan Qi, Tianlong Zhang*, Hongsheng Tang, Hua Li*, Rapid classification of archaeological ceramics via laser-induced breakdown spectroscopy coupled with random forest[J], Spectrochimica Acta Part B:Atomic Spectroscopy, 2018, 149: 288-293
Chunhua Yan, Juan Qi, Jing Liang, Tianlong Zhang*, Hua Li*, Determination of coal properties using laser induced breakdown spectroscopy combined with kernel extreme learning machine and variable selection[J], Journal of Analytical Atomic Spectrometry, 2018, 33(12): 2089-2097
Tianlong Zhang*, Ting He, Chunhua Yan, Xinyu Gao, Junxiu Ma, Hua Li*, In situ attenuated total reflection-Fourier transform infrared(ATR-FTIR) spectroscopy combined with non-negative matrix factorization for investigating the synthesis reaction mechanism of 3-amino-4-amino-oxime furazan[J], Analytical Methods, 2018, 10(48): 5817-5822
Tianlong Zhang, Hongsheng Tang, Hua Li*, Chemometrics in laser-induced breakdown spectroscopy[J], Journal of Chemometrics, 2018, 32(11): e2983
Chunhua Yan, Juan Qi, Junxiu Ma, Hongsheng Tang, Tianlong Zhang*, Hua Li*, Determination of carbon and sulfur content in coal by laser induced breakdown spectroscopy combined with kernel-based extreme learning machine[J], Chemometrics and Intelligent Laboratory Systems, 2017, 167: 226-231
Tianlong Zhang, Chunhua Yan, Juan Qi, Hongsheng Tang, Hua Li*, Classification and discrimination of coal ash by laser-induced breakdown spectroscopy(LIBS) coupled with advanced chemometric methods[J], Journal of Analytical Atomic Spectrometry, 2017, 32(10): 1960-1965
Fangqi Ruan, Juan Qi, Chunhua Yan, Hongsheng Tang, Tianlong Zhang*, Hua Li*, Quantitative detection of harmful elements in alloy steel by LIBS technique and sequential backward selection-random forest(SBS-RF)[J], Journal of Analytical Atomic Spectrometry, 2017, 32(11): 2194-2199
Tianlong Zhang, Donghui Xia, Hongsheng Tang, Xiaofeng Yang, Hua Li*, Classification of steel samples by laser-induced breakdown spectroscopy and random forest[J], Chemometrics and Intelligent Laboratory Systems, 2016, 157: 196-201
Tianlong Zhang, Shan Wu, Juan Dong, Jiao Wei, Kang Wang, Hongsheng Tang, Xiaofeng Yang, Hua Li*, Quantitative and classification analysis of slag samples by laser-induced breakdown spectroscopy(LIBS)coupled with support vector machine(SVM) and partial least square(PLS) methods[J], Journal of Analytical Atomic Spectrometry, 2015, 30(2): 368-374
Hongsheng Tang, Tianlong Zhang*, Xiaofeng Yang, Hua Li*, Classification of different types of slag samples by laser-induced breakdown spectroscopy(LIBS) coupled with random forest based on variable importance(VIRF)[J], Analytical Methods, 2015, 7(21): 9171-9176
Tianlong Zhang, Shan Wu, Hongsheng Tang, Kang Wang, Yixiang Duan, Hua Li*, Progress of chemometrics in laser-induced breakdown spectroscopy analysis[J], Chinese Journal of Analytical Chemistry, 2015, 43(6): 939-948
Tianlong Zhang, Long Liang, Kang Wang, Hongsheng Tang, Xiaofeng Yang, Yixiang Duan, Hua Li*, A novel approach for quantitative analysis of multi-elements in steels based on laser-induced breakdown spectroscopy(LIBS) and random forest regression(RFR)[J], Journal of Analytical Atomic Spectrometry, 2014, 29(12): 2323-2329
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