Study of the feasibility of distinguishing cigarettes of different brands using an Adaboost algorithm and near-infrared spectroscopy

Analytical and Bioanalytical Chemistry

Volumn 389, Issue 2, 2007, Pages 667-674

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

^a SICHUAN UNIVERSITY   (China)

^b YIBIN UNIVERSITY   (China)

Author keywords

Adaboost; Cigarette; Identification; Near infrared

Indexed keywords

ALGORITHMS; FEATURE EXTRACTION; MATHEMATICAL MODELS; NEAR INFRARED SPECTROSCOPY; PRINCIPAL COMPONENT ANALYSIS;

ADABOOST; CLASSIFICATION MODELS; LINEAR DISCRIMINANT ANALYSIS (LDA); TRAINING SET SIZE;

TOBACCO;

EID: 34548249602     PISSN: 16182642     EISSN: 16182650     Source Type: Journal    
DOI: 10.1007/s00216-007-1461-2     Document Type: Article

References (30)

1. Garrigues JM, Pérez-Ponce A, Garrigues S, Guardia M (1998) Anal Chim Acta 373:63-71
2. Hana M, McClure WF (1997) J Near Infrared Spectrosc 5:19-25
3. Ali H, Pätzold R, Brückner H (2006) Food Chem 99:803-812
4. Sádecká J, Polonský J (2003) J Chromatogr A 988:161-165
5. Shen JC, Shao XG (2006) Anal Chim Acta 561:83-87
6. Cai JB, Liu BZ, Lin P, Su QD (2003) J Chromatogr A 1017:187-193
7. González-Martín I, Hernández-Hierro JM, Bustamante-Rangel M, Barros-Ferreiro N (2006) Anal Bioanal Chem 386:1553-1558
8. Li WR, Wang H, Yang TX, Zhang HS (2003) Anal Bioanal Chem 377:350-355
9. Tan C, Li ML (2007) Anal Sci 23:201-206
10. Chen QS, Zhao JW, Fang XY, Zhang HD, Liu MH (2006) Microchem J 83:42-47
11. Jiang JH, Berry RJ, Siesier HW, Ozaki Y (2002) Anal Chem 74:3555-3565
12. Cocchi M, Corbellini M, Foca G, Lucisano M, Pagani MA, Tassi L, Ulrici A (2005) Anal Chim Acta 544:100-107
13. Chen J, Wang XZ (2001) J Chem Inf Comput Sci 41:992-1001
14. Huang J, Brebnan. D, Sattler. L, Alderman. J, Lane B, Mathuna C (2002) Chemom Intell Lab Syst 62:25-35
15. Galváo RKH, Araújo MCU, Martins MN, José GE, Pontes MJC, Silva EC, Saldanha TCB (2006) Chemom Intell Lab Syst 81:60-67
16. Sáiz-Abajo MJ, Mevikb BH, Segtnan VH, Næs T (2005) Anal Chim Acta 533:147-159
17. Mevik BH, Segtnan VH, Næs T (2004) J Chemom 18:498-507
18. Kawakita M, Minami M, Eguchi S, Lennert-Cody CE (2005) Fish Res 76:328-343
19. He P, Xu CJ, Liang YZ, Fang KT (2004) Chemom Intell Lab Syst 70:39-46
20. Zhang MH, Xu QS, Daeyaert F, Lewi P, Massart DL (2005) Anal Chim Acta 544:167-176
21. Romero E, Marquez L, Carreras X (2004) Neurocomputing 57:313-344
22. Merler S, Caprile B, Furlanello C (2007) Comput Stat Data Anal 51:2487-2498
23. Chen ZP, Jiang JH, Li Y, Liang YZ, Yu RQ (1999) Chemom Intell Lab Syst 45:295-302
24. Freund Y, Schapire RE (1997) J Comput Syst Sci 55:119-139
25. Benoudjit N, Cools E, Meurens M, Verleysen M (2004) Chemom Intell Lab Syst 70:47-53
26. Cao LJ, Chua KS, Chong WK, Lee HP, Gu QM (2003) Neurocomputing 55:321-336
27. Choi SW, Lee C, Lee JM, Park JH, Lee IB (2005) Chemom Intell Lab Syst 75:55-67
28. Jade AM, Srikanth B, Jayaraman VK, Kulkarni BD, Jog JP, Priya L (2003) Chem Eng Sci 58:4441-4448
29. Sales F, Callao MP, Rius FX (1997) Chemom Intell Lab Syst 38:63-73
30. Rosipal R, Girolami M, Trejo LJ, Cichocki A (2001) Neural Comput Appl 10:231-243