Design and verification of improved factor number selection process for parallel factor algorithm

Wenya Liu; Zhaoshuo Tian; Zihao Cui; Zongjie Bi; Shiyou Fu

doi:10.3788/IRLA20210362

[1] Yao Huang, Nanjing Zhao, Deshuo Meng, et al. Study on quantitative methods of laser-induced two-dimensional fluorescence spectroscopy of multicomponent PAHs in soils. Chinese Optics, 13, 1401-1410(2020).

[2] Zihai Geng, Jinsheng Cai, Yubiao Jiang. Flow visualization technique of laser induced fluorescence in water tunnel for flow separation and vortex structure. Infrared and Laser Engineering, 48, 0706006(2019).

[3] Peng Chen, Zhihua Mao, Bangyi Tao, et al. Development of laser fluorometer system for CDOM measurements. Infrared and Laser Engineering, 47, 0903004(2018).

[4] Yanhong Gu, Zhaolu Zuo, Zhenzhen Zhang, et al. Algorithmic study of total petroleum hydrocarbons in contaminated soilby three-dimensional excitation-emission matrix fluorescence spectroscopy. Chinese Optics, 13, 852-865(2020).

[5] Chen Qian, Longfei Wang, Wei Chen, et al. Fluorescence approach for the determination of fluorescent dissolved organic matter. Analytical Chemistry, 89, 4264-4271(2017).

[6] Fangqing Wen, Chenxing Mao, Gong Zhang. Direction finding in MIMO radar with large antenna arrays and nonorthogonal waveforms. Digital Signal Processing, 94, 75-83(2019).

[7] Yang Li. Fast PARAFAC decomposition with application to polarization sensitive array parameter estimations. Journal of Systems Engineering and Electronics, 29, 714-722(2018).

[8] Nageswaran Kirubanandasarathy, Nagarajan Karthikeyan, Bandiya. Ra-masubramanian. A novel algorithm for hyperspectral image denoising in medical application. Journal of Medical Systems, 43, 291(2019).

[9] Long Feng, Xuan Bi, Heping Zhang. Brain regions identified as being associated with verbal reasoning through the use of imaging regression via internal variation. Journal of the American Statistical Association, 116, 144-158(2021).

[10] Tucker Ledyardr. Some mathematical notes on three-mode factor analysis. Psychometrika, 31, 279-311(1966).

[11] Jinlan Yu, Kang Xiao, Wenchao Xue, et al. Excitation-emission matrix (EEM) fluorescence spectroscopy for characterization of organic matter in membrane bioreactors: Principles, methods and applications. Frontiers of Environmental Science & Engineering, 14, 52-70(2020).