[1] Wang S T, Wu X, Zhu W H et al. Fluorescence detection of polycyclic aromatic hydrocarbons by parallel factor combined with support vector machine[J]. Acta Optica Sinica, 39, 0530002(2019).

[2] Chen Y, Yan X, Zhang X et al. Surface-enhanced Raman spectroscopy quantitative analysis of polycyclic aromatic hydrocarbons based on support vector machine algorithm[J]. Chinese Journal of Lasers, 46, 0311005(2019).

[3] Odabasi M, Falay E O, Tuna G et al. Biomonitoring the spatial and historical variations of persistent organic pollutants (POPs) in an industrial region[J]. Environmental Science & Technology, 49, 2105-2114(2015). http://dx.doi.org/10.1021/es506316t

[4] Wise S A, Sander L C, Schantz M M. Analytical methods for determination of polycyclic aromatic hydrocarbons (PAHs): a historical perspective on the 16 US EPA priority pollutant PAHs[J]. Polycyclic Aromatic Compounds, 35, 187-247(2015).

[5] Song Y F, Jing X, Fleischmann S et al. Comparative study of extraction methods for the determination of PAHs from contaminated soils and sediments[J]. Chemosphere, 48, 993-1001(2002).

[6] Zuo Z L, Zhao N J, Meng D S et al. Identification of petroleum organic matter in soil based on three-dimensional fluorescence spectroscopy[J]. Laser & Optoelectronics Progress, 56, 222601(2019).

[7] Hartline F F. Three-dimensional fluorescence spectroscopy[J]. Science, 203, 1330-1331(1979).

[8] Levinson J, Sluszny C, Yasman Y et al. Detector for particulate polycyclic aromatic hydrocarbons in water[J]. Analytical and Bioanalytical Chemistry, 381, 1584-1591(2005).

[9] Kong D M, Zhang C X, Cui Y Y et al. Detection of oil species in mixed oil based on alternating penalty trilinear decomposition[J]. Acta Optica Sinica, 38, 1130005(2018).

[10] Bosco M V, Larrechi M S. PARAFAC and MCR-ALS applied to the quantitative monitoring of the photodegradation process of polycyclic aromatic hydrocarbons using three-dimensional excitation emission fluorescent spectra: comparative results with HPLC[J]. Talanta, 71, 1703-1709(2007).

[11] Wu H L, Shibukawa M, Oguma K. An alternating trilinear decomposition algorithm with application to calibration of HPLC-DAD for simultaneous determination of overlapped chlorinated aromatic hydrocarbons[J]. Journal of Chemometrics, 12, 1-26(1998).

[12] Jin D, Li G G, Zhang Y J et al. Simultaneous determination of four components of polycyclic aromatic hydrocarbons based on PARAFAC model of three-dimensional fluorescence spectroscopy[J]. Journal of Atmospheric and Environmental Optics, 5, 276-282(2010).

[13] Lee D D, Seung H S. Learning the parts of objects by non-negative matrix factorization[J]. Nature, 401, 788-791(1999).

[14] Guimet F, Boqué R, Ferré J. Application of non-negative matrix factorization combined with Fisher's linear discriminant analysis for classification of olive oil excitation-emission fluorescence spectra[J]. Chemometrics and Intelligent Laboratory Systems, 81, 94-106(2006).

[15] Pauca V P, Piper J, Plemmons R J. Nonnegative matrix factorization for spectral data analysis[J]. Linear Algebra and its Applications, 416, 29-47(2006).

[16] Gao H T, Li T H, Chen K et al. Overlapping spectra resolution using non-negative matrix factorization[J]. Talanta, 66, 65-73(2005). http://onlinelibrary.wiley.com/resolve/reference/PMED?id=18969963

[18] Yang Z Y, Zhou G X, Xie S L et al. Blind spectral unmixing based on sparse nonnegative matrix factorization[J]. IEEE Transactions on Image Processing: a Publication of the IEEE Signal Processing Society, 20, 1112-1125(2011).

[19] Kim W, Chen B, Kim J et al. Sparse nonnegative matrix factorization for protein sequence motif discovery[J]. Expert Systems with Applications, 38, 13198-13207(2011).

[20] Pascual-Montano A, Carazo J M, Kochi K et al. Nonsmooth nonnegative matrix factorization (nsNMF)[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28, 403-415(2006).

[21] Yang Z Y, Zhang Y, Yan W et al. A fast non-smooth nonnegative matrix factorization for learning sparse representation[J]. IEEE Access, 4, 5161-5168(2016).

[22] Li L, Zhang Y J. A survey on algorithms of non-negative matrix factorization[J]. Acta Electronica Sinica, 36, 737-743(2008).

[23] Wang B, Yu F Q, Chen Y. Speech enhancement based on nonsmooth nonnegative matrix factorization[J]. Computer Engineering and Applications, 53, 160-164(2017).

[24] Kim J, Park H. Fast nonnegative matrix factorization: an active-set-like method and comparisons[J]. SIAM Journal on Scientific Computing, 33, 3261-3281(2011).

[25] Lin C J. On the convergence of multiplicative update algorithms for nonnegative matrix factorization[J]. IEEE Transactions on Neural Networks, 18, 1589-1596(2007).

[26] Lin C J. Projected gradient methods for nonnegative matrix factorization[J]. Neural Computation, 19, 2756-2779(2007).

[27] Koren Y, Carmel L. Robust linear dimensionality reduction[J]. IEEE Transactions on Visualization and Computer Graphics, 10, 459-470(1900).

[28] Boutsidis C, Gallopoulos E. SVD based initialization: a head start for nonnegative matrix factorization[J]. Pattern Recognition, 41, 1350-1362(2008).