Classification of high-speed gas chromatography-mass spectrometry data by principal component analysis coupled with piecewise alignment and feature selection

Journal of Chromatography A

Volumn 1129, Issue 1, 2006, Pages 111-118

  Watson, Nathanial E ^a,c   VanWingerden, Matthew M ^a   Pierce, Karisa M ^a   Wright, Bob W ^b   Synovec, Robert E ^a  

^a UNIVERSITY OF WASHINGTON   (United States)

^b PACIFIC NORTHWEST NATIONAL LABORATORY   (United States)

^c UNITED STATES MILITARY ACADEMY   (United States)

Author keywords

Alignment; Chemometrics; Feature selection; Fuel; Gas chromatography; GC MS; Principal component analysis

Indexed keywords

CHEMOMETRICS; FEATURE SELECTION; HIGH-SPEED SEPARATIONS;

ALIGNMENT; FUELS; INFORMATION ANALYSIS; MASS SPECTROMETRY; PRINCIPAL COMPONENT ANALYSIS;

GAS CHROMATOGRAPHY;

GASOLINE;

ANALYSIS; ANALYSIS OF VARIANCE; ANALYTIC METHOD; ARTICLE; FEATURE SELECTION; GAS CHROMATOGRAPHY; ION CURRENT; ION MONITORING; MASS SPECTROMETRY; PIECEWISE RETENTION TIME ALIGNMENT; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; PROCESSING; SEPARATION TECHNIQUE;

ANALYSIS OF VARIANCE; GAS CHROMATOGRAPHY-MASS SPECTROMETRY; GASOLINE; PRINCIPAL COMPONENT ANALYSIS;

EID: 33748304263     PISSN: 00219673     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chroma.2006.06.087     Document Type: Article

References (21)

1. Christensen J.H., Hansen A.B., Karlson U., Mortenson J., and Andersen O. J. Chromatogr. A 1090 (2005) 133
2. Christensen J.H., Tomasi G., and Hansen A.B. Environ. Sci. Tech. 39 (2005) 255
3. Chen M., Zhao L., and Jia W. J. Proteome Res. 4 (2005) 2391
4. Purcell D.E., Leonard G.J., O'Shea M.G., and Kokot S. Chemom. Intell. Lab. Syst. 76 (2005) 135
5. Eiceman G.A., Gardea-Torredsdey J., Overton E., Carney K., and Dorman F. Anal. Chem. 74 (2002) 2771
6. Deursen M.M.v., Beens J., Janssen H.-G., Leclercq P.A., and Cramers C.A. J. Chromatogr. A 878 (2000) 205
7. Lazar I.M., Xin B., Lee M.L., Lee E.D., Rockwood A.L., Fabbi J.C., and Lee H.G. Anal. Chem. 69 (1997) 3205
8. Kennedy R.T., German I., Thompson J.E., and Witowski S.R. Chem. Rev. 99 (1999) 3081
9. Shellie R.A., and Marriott P.J. Analyst 128 (2003) 879
10. Borusiewicz R., Zadora G., and Zieva-Palus J. Chromatographia 60 (2004) S133
11. Sandercock P.M.L., and Pasquier E.D. Forensic Sci. Int. 134 (2003) 1
12. Sandercock P.M.L., and Pasquier E.D. Forensic Sci. Int. 140 (2004) 43
13. Doble P., Sandercock M., Pasquier E.D., Petocz P., Roux C., and Dawson M. Forensic Sci. Int. 132 (2003) 26
14. Johnson K.J., and Synovec R.E. Chemom. Intell. Lab. Syst. 60 (2002) 225
15. Pierce K.M., Hope J.L., Johnson K.J., Wright B.W., and Synovec R.E. J. Chromatogr. A 1096 (2005) 101
16. Jonsson P., Johansson A.I., Gullberg J., Tyrgg J., Grung J.A.B., Marklund S., Sjostrom M., Antti H., and Moritz T. Anal. Chem. 77 (2005) 5635
17. Massart D.L. Chemometrics: A Textbook (1988), Elsevier Sciences Ltd., New York
18. Duda R.O., and Hart P.E. Pattern Classifications and Scene Analysis (1973), Wiley, New York
19. McLafferty F.W., and Turecek F. Interpretation of Mass Spectra (1993), University Science Books, Sausalito, California p. 351
20. Brereton R.G. Chemometrics: Data Analysis for the Laboratory and Chemical Plant (2003), John Wiley & Sons Ltd., West Sussex, England
21. Pierce K.M., Wood L.F., Wright B.W., and Synovec R.E. Anal. Chem. 77 (2005) 7735