Classification of single particles analyzed by ATOFMS using an artificial neural network, ART-2A

Analytical Chemistry

Volumn 71, Issue 4, 1999, Pages 860-865

  Song, Xin Hua ^a   Hopke, Philip K ^a   Fergenson, David P ^b   Prather, Kimberly A ^b  

^a CLARKSON UNIVERSITY   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AEROSOL; AIRBORNE PARTICLE; ALGORITHM; ARTICLE; ARTIFICIAL NEURAL NETWORK; CHEMICAL COMPOSITION; CLASSIFICATION; DATA ANALYSIS; MASS SPECTROMETRY; ONLINE SYSTEM; PARTICLE SIZE; TROPOSPHERE; UNITED STATES;

EID: 0033558244     PISSN: 00032700     EISSN: None     Source Type: Journal    
DOI: 10.1021/ac9809682     Document Type: Article

References (17)

1. Dockery, D. W.; et al. N. Engl. J. Med. 1993, 329, 1753-1759.
2. Prather, K. A.; Nordmeyer, T.; Salt, K. Anal. Chem. 1994, 66, 1403-1407.
3. Salt, K.; Noble, C. A.; Prather, K. A. Anal. Chem. 1996, 68, 230-234.
4. Fergenson, D. P.; Liu, D.-Y.; Silva, P. J.; Prather, K. A. Chemom. Intell. Lab. Syst. 1997, 37, 197-203.
5. Grossberg, S. Biol. Cybernetics 1976, 23, 121-134.
6. Grossberg, S. Biol. Cybernetics 1976, 23, 187-202.
7. Carpenter, G. A.; Grossberg, S.; Rosen, D. B. Neural Networks 1991, 4, 493-504.
8. Xie, Y.; Hopke, P. K.; Wienke, D. Environ. Sci. Technol. 1994, 28, 1921-1928.
9. Hopke, P. K.; Song, X.-H. Anal. Chim. Acta 1997, 348, 375-388.
10. Gard, E. E.; et al. Anal. Chem. 1997, 69, 4083-4091.
11. Noble, C. A.; Prather, K. A. Environ. Sci. Technol. 1996, 30 2667-2680.
12. Allen, H. C.; Laux, J. M.; Vogt R.; Finlayson-Pitts, B. J.; et al. J. Phys. Chem. 1996, 100, 6371-6375.
13. Finlayson-Pitts, B. J.; Pitts, J. N. Chemistry: Fundamentals and Experimental Techniques; Wiley: New York, 1986.
14. Ravishankara, R. A. Science 1997 276, 1058.
15. Gard, E. E.; et al. Science 1988, 279, 1184-1187.
16. Russell, A. G.; McCue, K. F.; Cass, G. R. Environ. Sci. Technol. 1988 22, 263-271.
17. Silva, P. J.; Carlin, R. A.; Prather, K. A., unpublished.