Random subspace regression ensemble for near-infrared spectroscopic calibration of tobacco samples

Analytical Sciences

Volumn 24, Issue 5, 2008, Pages 647-653

  Tan, Chao ^a,b   Li, Menglong ^a   Qin, Xin ^b  

^a SICHUAN UNIVERSITY   (China)

^b YIBIN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

INFRARED DEVICES; LINEAR REGRESSION; TOBACCO;

CALIBRATION MODEL; COMPUTATIONAL COSTS; KERNEL PARTIAL LEAST SQUARE REGRESSIONS; KERNEL PRINCIPAL COMPONENT; MODEL INDEPENDENT; MULTIPLE LINEAR REGRESSIONS; PARTIAL LEAST SQUARE REGRESSION; SPECTROSCOPIC CALIBRATIONS;

LEAST SQUARES APPROXIMATIONS;

EID: 49749104280     PISSN: 09106340     EISSN: 13482246     Source Type: Journal    
DOI: 10.2116/analsci.24.647     Document Type: Article

References (39)

1. J. Sádecká and J. Polonský, J. Chromatogr., A, 2003, 988, 161.
2. J. M. Garrigues, A. Pérez-Ponce, S. Garrigues, and M. Guardia, Anal. Chim. Acta, 1998, 373, 63.
3. H. P. Xie, J. H. Jiang, Z. Q. Chen, G. L. Shen, and R. Q. Yu, Anal. Sci., 2006, 22, 1111.
4. X. G. Shao and Y. D. Zhuang, Anal. Sci., 2004, 20, 451.
5. C. Tan and M. L. Li, Anal. Sci., 2007, 23, 201.
6. J. Rantanen, H. Wikström, R. Turner, and L. S. Taylor, Anal. Chem., 2005, 77, 556.
7. W. R Li, H. Wang, T. X. Yang, and H. S. Zhang, Anal. Bioanal. Chem., 2003, 377, 350.
8. M. Casale, M. J. S. Abajo, J. M. G. Sáiz, C. Pizarro, and M. Forina, Anal. Chim. Acta, 2006, 557, 360.
9. Q. S. Chen, J. W. Zhao, X. Y. Fang, H. D. Zhang, and M. H. Liu, Microchem. J., 2006. 83, 42.
10. L. R. O. Jose, H. Maria, and C. Juan, J. Agric. Food Chem., 1997, 45, 2815.
11. J. H. Jiang, R. J. Berry, H. W. Siesier, and Y. Ozaki, Anal. Chem., 2002, 74, 3555.
12. Y. P. Du, Y. Z. Liang, J. H. Jiang, R. J. Berry, and Y. Ozaki, Anal. Chim. Acta, 2004, 501, 183.
13. R. Leardi, J. Chemometr., 2000, 14, 643.
14. V. Centner and D. L. Massart, Anal. Chem., 1996, 68, 3851.
15. A. Borin and R. J. Poppi, Vib. Spectrosc., 2005, 37, 27.
16. R. Leardi and L. Nørgaard, J. Chemometr., 2004, 18, 486.
17. Q. Ding and G. W. Small, Anal. Chem., 1998, 70, 4472.
18. R. Leardi, M. B. Seasholtz, and R. J. Pell, Anal. Chim. Acta, 2002, 461, 189.
19. F. Rossi, A. Lendasse, D. Francois, V. Wertz, and M. Verleysen, Chemom. Intell. Lab. Syst., 2006, 80, 215.
20. J. A. Hageman, M. Streppel, R. Wehrens, and L. M. C. Buydens, J. Chemometr., 2003, 17, 427.
21. K. Saeki, K. Funatsu, and K. Tanabe, Anal. Sci., 2003, 19, 309.
22. L. Xiang, G. Q. Fan, J. H. Li, H. Kang, Y. L. Yan, J. H. Zheng, and D. Guo, Phytochem. Anal., 2002, 13, 272.
23. X. G. Shao, F. Wang, D. Chen, and Q. D. Su, Anal. Bioanal. Chem., 2003, 19, 309.
24. C. E. W. Gributs and D. H. Burns, Chemom. Intell. Lab. Syst., 2006, 83, 44.
25. A. Borin, M. F. Ferrão, C. Mello, D. A. Maretto, and R. J. Poppi, Anal. Chim. Acta, 2006, 579, 25.
26. U. Thissen, B. Üstun, W. J. Melssen, and L. M. C. Buydens, Anal. Chem., 2004, 76, 3099.
27. K. Kim, J. M. Lee, and I. B. Lee, Chemom. Intell. Lab. Syst., 2005, 79, 22.
28. J. Cheng, Q. S. Liu, H. Q. Lu, and Y. W. Chen, Pattern Recogn., 2006, 39, 81.
29. M. J. Sáiz-Abajo, B.-H. Mevikb, V. H. Segtnan, and T. Næs, Anal. Chim. Acta, 2005, 533, 147.
30. B. H.-Mevik, V. H. Segtnan, and T. Næs, J. Chemometr., 2004, 18, 498.
31. M. H. Zhang, Q. S. Xu, and D. L. Massart, Anal. Chem., 2005, 77, 1423.
32. H. Shinzawa, J. H. Jiang, P. Ritthiruangdej, and Y. Ozaki, J. Chemometr., 2006, 20, 436.
33. M. Christian, M. Harald, S. G. Tanja, R. Olivier, S. Martin, and L. Thomas, J. Chem. Inf. Comput. Sci., 2004, 44, 1971.
34. A. Tsymbal, M. Pechenizkiy, and P. Cunningham, Inf. Fusion, 2005, 6, 83.
35. G. Brown, J. L. Wyatt, and P. Timo, J. Mach. Learn. Res., 2005, 6, 1621.
36. P. He, C. J. Xu, Y. Z. Liang, and K. T. Fang, Chemom. Intell. Lab. Syst., 2004, 70, 39.
37. N. Benoudjita, E. Cools, M. Meurens, and M. Verleysen, Chemom. Intell. Lab. Syst., 2004, 70, 47.
38. R. Rosipal and L. Trejo, J. Mach. Learn. Res., 2001, 2, 97.
39. R. K. H. Galváo, M. C. U. Araújo, G. E. José, M. J. C. Pontes, E. C. Silva, and T. C. B. Saldanha, Talanta, 2005, 67, 736.