Forward selection radial basis function networks applied to bacterial classification based on MALDI-TOF-MS

Talanta

Volumn 63, Issue 3, 2004, Pages 527-532

  Zhang, Zhuoyong ^a   Wang, Dan ^b   Harrington, Peter De B ^c   Voorhees, Kent J ^d   Rees, Jon ^d  

^a CAPITAL NORMAL UNIVERSITY   (China)

^b NORTHEAST NORMAL UNIVERSITY   (China)

^c OHIO UNIVERSITY   (United States)

^d Department of Geology and Geological Engineering   (United States)

Author keywords

Bacterium; Classification; Mass spectrometry; Matrix assisted laser desorption ionization; Radial basis function network; Time of flight

Indexed keywords

BACTERIA; DATA ACQUISITION; DESORPTION; IONIZATION; MASS SPECTROMETRY; MATRIX ALGEBRA; PARAMETER ESTIMATION; WAVELET TRANSFORMS;

BACTERIAL CLASSIFICATION; GENERALIZED CROSS-VALIDATION (GCV); MATRIX-ASSISTED LASER; NETWORK TRAINING;

RADIAL BASIS FUNCTION NETWORKS;

ARTICLE; ARTIFICIAL NEURAL NETWORK; BACTERIUM CLASSIFICATION; BACTERIUM CULTURE; CLASSIFICATION; MATHEMATICAL ANALYSIS; MATHEMATICAL MODEL; MATRIX ASSISTED LASER DESORPTION IONIZATION TIME OF FLIGHT MASS SPECTROMETRY; METHODOLOGY; TRAINING; VALIDATION PROCESS;

EID: 2442526485     PISSN: 00399140     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.talanta.2003.11.034     Document Type: Article

References (20)

1. F. Xiang, G.A. Anderson, T.D. Veenstra, M.S. Lipton, R.D. Smith, Anal. Chem. 72 (11) (2000) 2475-2481.
2. Lay J.O. Jr. Trends Anal. Chem. 19(8):2000;507-516
3. Saenz A.J., Petersen C.E., Valentine N.B., Gantt S.L., Jarman K.H., Kingsley M.T., Wahi K.L. Rapid Commun. Mass Spectrom. 13:1999;1580-1585
4. Anhalt J.P., Fenselau C. Anal. Chem. 47:1975;219-225
5. Arnold R.J., Reilly J.P. Rapid Commun. Mass Spectrom. 12:1998;630-636
6. Holland R.D., Duff C.R., Rafli F., Sutherland J.B., Heinze T.M., Holder C.L., Voorhees K., Jackson O.L. Jr. Anal. Chem. 71:1999;3226-3230
7. Arnold R.J., Karty J.A., Ellington A.D., Reilly J.P. Anal. Chem. 71:1999;1990-1996
8. Jarman K.H., Cebula S.T., Saenz A.J., Petersen C.E., Valentine N.B., Kingsley M.T., Wahl K.L. Anal. Chem. 72:2000;1217-1223
9. Demirev P.A., Ho Y.-P., Ryzhov V., Fenselau C. Anal. Chem. 71:1999;2732-2738
10. M.J.L. Orr, Introduction to radial basis function networks, 1996, http://www.anc.ed.ac.uk/∼mjo/papers/intro.ps.
11. Orr M.J.L., Hallam J. Int. J. Neural Syst. 10(5):2000;397-415
12. Loukas Y.L. Anal. Chim. Acta. 417:2000;221-229
13. Wang J., Liu J., Pan Y., Chen G. Comput. Appl. Chem. 17(3):2000;262-266
14. Li Y., Huang X., Sha M., Meng X. Chin. J. Chromatogr. 19(2):2001;112-115
15. Pulido A., Ruisanchez I., Rius F.X. Anal. Chim. Acta. 388:1999;273-281
16. M. Blumenstein, B. Verma, A neural network for real-world postal address recognition, citeseer.nj.nec.com/9875.html.
17. Guo Z.L., Liu Z.Y. Res. Environ. Sci. 10(4):1997;1-5
18. Zhang Z., Urbas A., Harrington P.B., Voorhees K.J., Rees J. Chem. J. Chin. Univ. 23:2002;570-572
19. Zhang Z., Wang D., Harrington P.B., Voorhees K.J., Rees J. Chem. Res. Chin. Univ. 18:2002;453-457
20. M.J.L. Orr, Matlab functions for radial basis function networks, 1999, http://www.anc.ed.ac.uk/∼rnjo/sotware/rbf2.zip.