Cluster analysis of soft X-ray spectromicroscopy data

Journal De Physique. IV : JP

Volumn 104, Issue , 2003, Pages 623-626

  Jacobsen, C ^a   Feser, M ^a   Lerotic, M ^a   Vogt, S ^b   Maser, J ^b   Schafer T ^c  

^a STONY BROOK UNIVERSITY   (United States)

^b ARGONNE NATIONAL LABORATORY   (United States)

^c KARLSRUHE INSTITUTE OF TECHNOLOGY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

DENSITY (OPTICAL); ELECTRON ENERGY LOSS SPECTROSCOPY; MICROSCOPIC EXAMINATION; PATTERN RECOGNITION; PRINCIPAL COMPONENT ANALYSIS; SPECTROMETRY; SPECTRUM ANALYSIS; STATISTICAL METHODS;

CLUSTER ANALYSIS; MULTIVARIATE STATISTICAL ANALYSIS; SOFT X RAY SPECTROMICROSCOPY; X RAY ABSORPTION ANALYSIS;

X RAY ANALYSIS;

EID: 0038702029     PISSN: 11554339     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1051/jp4:20030157     Document Type: Conference Paper

References (11)

1. N. Bonnet, N. Brun, and C. Colliex. Extracting information from sequences of spatially resolved EELS spectra using multivariate statistical analysis. Ultramicroscopy, 77:97-112, 1999.
2. C. J. Buckley, N. Khaleque, S. J. Bellamy, M. Robins, and X. Zhang. Mapping the organic and inorganic components of tissue using NEXAFS. Journal de Physique, IV 7 (C2 Part 1):83-90, 1997.
3. B.S. Everitt, S. Landau, and M. Leese. Cluster Analysis. Arnold Publishers, London, fourth edition, 2001.
4. C. Jacobsen, G. Flynn, S. Wirick, and C. Zimba. Soft x-ray spectroscopy from image sequences with sub-100 nm spatial resolution. Journal of Microscopy, 197(2):173-184, 2000.
5. P. L. King, R. Browning, P. Pianetta, I. Lindau, M. Keenlyside, and G. Knapp. Image-processing of multispectral x-ray photoelectron-spectroscopy images. Journal of Vacuum Science and Technology A, 7(6):3301-3304, 1989.
6. I. N. Koprinarov, A. P. Hitchcock, C. T. McCrory, and R. F. Childs. Quantitative mapping of structured polymeric systems using singular value decomposition analysis of soft x-ray images. Journal of Physical Chemistry B, 106:5358-5364, 2002.
7. E. R. Malinowski. Factor analysis in chemistry. John H. Wiley & Sons, New York, 2nd edition, 1991.
8. A. Osanna and C. Jacobsen. Principle component analysis for soft x-ray spectromicroscopy. X-ray Microscopy: Proceedings of the Sixth International Conference, pages 350-357, Melville, NY, 2000. American Institute of Physics.
9. W. H. Press, B. P. Flannery, S. A. Teukolsky, and W. T. Vetterling. Numerical Recipes in C. Cambridge University Press, Cambridge, UK, 1988.
10. S. R. Wasserman. The analysis of mixtures: Application of principle components analysis to XAS spectra, Journal de Physique IV France, 7 (C2):203-205, 1997.
11. X. Zhang, R. Balhorn, J. Mazrimas, and J. Kirz. Mapping and measuring DNA to protein ratios in mammalian sperm head by XANES imaging. Journal of Structural Biology, 116:335-344, 1996.