Variable-weighted PLS

Chemometrics and Intelligent Laboratory Systems

Volumn 85, Issue 1, 2007, Pages 140-143

  Xu, Lu ^a   Jiang, Jian Hui ^a   Wu, Hai Long ^a   Shen, Guo Li ^a   Yu, Ru Qin ^a  

^a HUNAN UNIVERSITY   (China)

Author keywords

Multivariate calibration; Partial least squares (PLS); Particle swarm optimization (PSO); Variable weighting; Variable weighted PLS (VW PLS)

Indexed keywords

ALGORITHM; ARTICLE; CALIBRATION; MONTE CARLO METHOD; NOISE; PARTIAL LEAST SQUARES REGRESSION; PRIORITY JOURNAL; SPECTROSCOPY; VALIDATION PROCESS;

EID: 33845489451     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemolab.2006.06.001     Document Type: Article

References (26)

1. Wold S., Martens H., and Wold H. The multivariate calibration method in chemistry solved by the PLS method. In: Ruhe A., and Kågström B. (Eds). Proceedings on the Conference on Matrix Pencils, Lecture Notes in Mathematics (1983), Springer-Verlag, Heidelberg 286-293
2. Lindberg W., Persson J.-A., and Wold S. Anal. Chem. 55 (1983) 643-648
3. Frank I.E., Kalivas J.H., and Kowalski B.R. Anal. Chem. 55 (1983) 1800-1804
4. Sengupta S.K., Cheeseman S.C., Brown S.D., and Foley H.C. Ind. Eng. Chem. Res. 31 (1992) 2003-2010
5. Dousseau F., and Pézolet M. Biochemistry 29 (1990) 8771-8779
6. Haaland D.M., and Thomas E.V. Anal. Chem. 60 (1988) 1193-1202
7. Spiegelman C.H., McShane M.J., Goetz M.J., Motamedi M., Yue Q.L., and Coté G.L. Anal. Chem. 70 (1998) 35-44
8. Kalivas J.H., Roberts N., and Sutter J.M. Anal. Chem. 61 (1989) 2024-2030
9. Jiang J.-H., Berry R.J., Siesler H.W., and Ozaki Y. Anal. Chem. 74 (2002) 3555-3565
10. Bangalore A.S., Shaffer R.E., and Small G.W. Anal. Chem. 68 (1996) 4200-4212
11. Ding Q., Small G.W., and Arnold M.A. Anal. Chem. 70 (1998) 4472-4479
12. Frans S.D., and Harris J.M. Anal. Chem. 57 (1985) 2680-2684
13. Brown C.W., Lynch P.F., Obremskl R.J., and Lavery D.S. Anal. Chem. 54 (1982) 1472-1479
14. Höskuldsson A. Chemom. Intell. Lab. Syst., Lab. Inf. Manag. 55 (2001) 23-38
15. Jouan-Rimbaud D., Massart D.L., and de Noord O.E. Chemom. Intell. Lab. Syst., Lab. Inf. Manag. 35 (1996) 213-220
16. Jouan-Rimbaud D., Walczak B., Massart D.L., Last I.R., and Preble K.A. Anal. Chim. Acta 304 (1995) 285-295
17. Gerlach R.W., Kowalsky B.R., and Wold H.O.A. Anal. Chim. Acta 112 (1979) 417-421
18. Martens H., and Naes T. Multivariate Calibration (1989), Wiley, Chichester, UK
19. Kennedy J., and Eberhart R. Particle swarm optimization. IEEE International 1 Conference On Neural Networks (1995), Perth, Australia 1942-1948
20. Shen Q., Jiang J.H., Jiao C.-X., Huan S.Y., Shen G.L., and Yu R.Q. J. Chem. Inf. Comput. Sci. 44 (2004) 2027
21. Borggaard C., and Thodberg H.H. Anal. Chem. 64 (1992) 545-551
22. G. E. Ritchie, Chairman NIRVWoG, Sr. Scientist, Pharmaceutical Analysis/New Technology, Purdue Pharma L.P., 444 Saw Mill River Road, Ardsley, NY 10502.
23. http://www.foss.dk/c/p/solutions/products/showprodfamily.asp?prodfamilypkid=98
24. Snee R.D. Technometrics 19 (1977) 415
25. Xu Q.-S., and Liang Y.-Z. Chemom. Intell. Lab. Syst., Lab. Inf. Manag. 56 (2001) 1-11
26. Gourvénec S., Fernández Pierna J.A., Massart D.L., and Rutledge D.N. Chemom. Intell. Lab. Syst., Lab. Inf. Manag. 68 (2003) 41-51