Chinese Journal of Quantum Electronics, Volume. 29, Issue 1, 106(2012)
PLS cluster analysis of individual particle spectrum
[1] [1] National Research Council. Research Priorities for Airborne Particulate Matter-immediate Priorities and a Long-Range Research Portfolio [M]. Washington D C: National Academy Press, 1998.
[3] [3] Suess D T, Prather K A. Mass spectrometry of aerosols [J]. Chem. Rev., 1999, 99: 3007-3035.
[6] [6] Xhoffer C, Bernard P, Van G R, et al. Chemical characterization and source apportionment of individual aerosol particles over the North Sea and the English Channel using multivariate techniques [J]. Environ. Sci. Technol., 1991, 25: 1470-1478.
[7] [7] Bondarenko I, Treiger B, et al. IDAS: a Windows based software package for cluster analysis [J]. Spectrochim Acta B, 1996, 51(4): 441-456.
[9] [9] Hinz K P, Kaufmann R, et al. Simultaneous detection of positive and negative ions from single airborne particles by real-time laser mass spectrometry [J]. Aerosol Sci. Technol., 1996, 24: 233-242.
[10] [10] Kohonen T. The self-organizing map [C]. Proc. of IEEE, 1990, 9(78): 1464-1480.
[11] [11] Kohonen T. Self-organizing Maps [M]. 2nd Edition, Berlin: Springer, 1997.
[13] [13] Murphy D M, Middlebrook A M, et al. Cluster analysis of data from the particle analysis by laser mass spectrometry (PALMS) instrument [J]. Aerosol Sci. Technol., 2003, 37(4): 382-391.
[14] [14] Barros A S, Rutledge D N. PLS-Cluster: a novel technique for cluster analysis [J]. Chemometr. Intell. Lab., 2004, 70: 99-112.
[17] [17] Helland I S. Some theoretical aspects of partial least squares regression [J]. Chemometr. Intell. Lab., 2001, 58: 97-107.
[18] [18] Jong S D. SIMPLS: An alternative approach to partial least squares regression [J]. Chemometr. Intell. Lab., 1993, 18: 251-263.
Get Citation
Copy Citation Text
ZHANG Zi-liang, TI Ru-fang, HUANG Teng, WANG Ying-ping, DING Lei, ZHENG Hai-yang, FANG Li. PLS cluster analysis of individual particle spectrum[J]. Chinese Journal of Quantum Electronics, 2012, 29(1): 106
Category:
Received: Feb. 17, 2011
Accepted: --
Published Online: Jan. 16, 2012
The Author Email: Zi-liang ZHANG (ashuang@mail.ustc.edu.cn)