Resolving multi-component overlapping GC-MS signals by immune algorithms

TrAC - Trends in Analytical Chemistry

Volumn 28, Issue 11, 2009, Pages 1312-1321

  Shao, Xueguang ^a   Liu, Zhichao ^a   Cai, Wensheng ^a  

^a NANKAI UNIVERSITY   (China)

Author keywords

Adaptive immune algorithm (AIA); Chemometrics; Gas chromatography mass spectrometry (GC MS); Immune algorithm (IA); Mean field independent component analysis (MF ICA); Multi component analysis; Non negative immune algorithm (NNIA); Overlapping analytical signals; Resolution; Window independent component analysis (WICA)

Indexed keywords

ANALYTICAL SIGNALS; CHEMOMETRICS; GAS CHROMATOGRAPHY-MASS SPECTROMETRY; IMMUNE ALGORITHM; IMMUNE ALGORITHMS; MEAN-FIELD; MULTI-COMPONENT ANALYSIS; OVERLAPPING ANALYTICAL SIGNALS; RESOLUTION;

ADAPTIVE ALGORITHMS; ANTIGENS; BLIND SOURCE SEPARATION; CHROMATOGRAPHIC ANALYSIS; CURVE FITTING; DECONVOLUTION; GAS CHROMATOGRAPHY; HEMODYNAMICS; MASS SPECTROMETERS; MASS SPECTROMETRY; WINDOWS;

INDEPENDENT COMPONENT ANALYSIS;

ANTHRACENE; PHENANTHRENE;

ALGORITHM; CHEMOMETRIC ANALYSIS; FACTORIAL ANALYSIS; GENETIC ALGORITHM; HIGH THROUGHPUT SCREENING; IMMUNE ALGORITHM; INDEPENDENT COMPONENT ANALYSIS; INFORMATION PROCESSING; ION PAIR CHROMATOGRAPHY; MASS FRAGMENTOGRAPHY; MATHEMATICAL COMPUTING; PRIORITY JOURNAL; PYROLYSIS; REVIEW; SIGNAL PROCESSING;

EID: 71849107678     PISSN: 01659936     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.trac.2009.08.003     Document Type: Review

References (43)

1. Shao X.G., Leung A.K.M., and Chau F.T. Acc. Chem. Res. 36 (2003) 276
2. Shao X.G., Cai W.S., and Pan Z.X. Chemom. Intell. Lab. Syst. 45 (1999) 249
3. Shao X.G., Cai W.S., Sun P.Y., Zhang M.S., and Zhao G.W. Anal. Chem. 69 (1997) 1722
4. Shao X.G., and Hou S.Q. Anal. Sci. 15 (1999) 681
5. Shao X.G., Gu H., Wu J.H., and Shi Y.Y. Appl. Spectrosc. 54 (2000) 731
6. Maeder M. Anal. Chem. 59 (1987) 527
7. Maeder M., and Zilian A. Chemom. Intell. Lab. Syst. 3 (1988) 205
8. Kvalheim O.M., and Liang Y.Z. Anal. Chem. 64 (1992) 936
9. Liang Y.Z., Kvalheim O.M., Keller H.R., Massart D.L., Kiechle P., and Erni F. Anal. Chem. 64 (1992) 946
10. Malinowski E.R. J. Chemom. 6 (1992) 29
11. Manne R., Shen H.L., and Liang Y.Z. Chemom. Intell. Lab. Syst. 45 (1999) 171
12. Liang Y.Z., and Kvalheim O.M. Anal. Chim. Acta 292 (1994) 5
13. Xu C.J., Jiang J.H., and Liang Y.Z. Analyst (Cambridge, UK) 124 (1999) 1471
14. Vandeginste B., Essers R., Bosman T., Reijnen J., and Kateman G. Anal. Chem. 57 (1985) 971
15. Karjalainen E. Chemom. Intell. Lab. Syst. 7 (1989) 31
16. Tauler R., and Casassas E. Chemom. Intell. Lab. Syst. 14 (1992) 305
17. Tauler R. Chemom. Intell. Lab. Syst. 30 (1995) 133
18. Tauler R., and Barcelo D. Trends Anal. Chem. 12 (1993) 319
19. Tauler R., Lacorte S., and Barcelo D. J. Chromatogr., A 730 (1996) 177
20. Gomez V., Miro M., Callao M.P., and Cerda V. Anal. Chem. 79 (2007) 7767
21. Jaumot J., Tauler R., and Gargallo R. Anal. Biochem. 358 (2006) 76
22. Windig W. Chemom. Intell. Lab. Syst. 36 (1997) 3
23. Cao L., Harrington P.d.B., and Liu J. Anal. Chem. 77 (2005) 2575
24. Harmer P.K., Williams P.D., Gunsch G.H., and Lamont G.B. IEEE Trans. Evol. Comput. 3 (2002) 252
25. Shao X.G., Yu Z.L., and Sun L. Trends Anal. Chem. 22 (2003) 59
26. Shao X.G., Chen Z.H., and Lin X.Q. Chemom. Intell. Lab. Syst. 50 (2000) 91
27. Sun L., Cai W.S., and Shao X.G. Fresenius' J. Anal. Chem. 370 (2001) 16
28. Shao X.G., and Sun L. Anal. Lett. 35 (2002) 2375
29. Shao X.G., Wang G.Q., Wang S.F., and Su Q.D. Anal. Chem. 76 (2004) 5143
30. Wang G.Q., Cai W.S., and Shao X.G. Chemom. Intell. Lab. Syst. 82 (2006) 137
31. Wang W., Cai W.S., and Shao X.G. Sci. China, Ser. B 50 (2007) 530
32. Liu Z.C., Cai W.S., and Shao X.G. J. Chromatogr., A 1190 (2008) 358
33. Antunes M.C., Simao J.E.J., Duarte A.C., and Tauler R. Analyst (Cambridge, UK) 127 (2002) 809
34. Comon P. Signal Process. 36 (1994) 287
35. Hyvarinen A., and Oja E. Neural Networks 13 (2000) 411
36. Pasadakis N., and Kardamakis A.A. Anal. Chim. Acta 578 (2006) 250
37. Pichler A., and Sowa M.G. Appl. Spectrosc. 59 (2005) 164
38. Wang G.Q., Sun Y.A., Ding Q.Z., Dong C.H., Fu D.X., and Li C.H. Anal. Chim. Acta 594 (2007) 101
39. Wang G.Q., Ding Q.Z., Sun Y.A., He L.H., and Sun X.L. Spectrochim. Acta, Part A 70 (2008) 571
40. Vosough M. Anal. Chim. Acta 598 (2007) 219
41. Tauler R.J. J. Chemom 15 (2001) 627
42. Stein S.E., and Brown R.L. J. Chem. Inf. Comput. Sci. 34 (1994) 581
43. Liu Z.C., Cai W.S., and Shao X.G. J. Chromatogr., A 1216 (2009) 1469