Sensitivity of Raman spectra to chemical functional groups

Applied Spectroscopy

Volumn 62, Issue 11, 2008, Pages 1221-1225

  Judge, Kevin ^a   Brown, Chris W ^a   Hamel, Lutz ^b  

^a Department of Computer Science and Statistics ^*

^b UNIVERSITY OF RHODE ISLAND   (United States)

Author keywords

ANNs; Artificial neural networks; Functional groups; Raman spectroscopy; Sensitivity analysis

Indexed keywords

DEEP NEURAL NETWORKS; FORECASTING; FUNCTIONAL GROUPS; KETONES; MOLECULES; NEURAL NETWORKS; RAMAN SCATTERING; RAMAN SPECTROSCOPY;

ANNS; BAYES' THEOREM; CHEMICAL FUNCTIONAL GROUPS; ORGANIC MOLECULES; PREDICTION ACCURACY; REAL-TIME PREDICTION; SENSITIVITY FACTORS; SPECTRAL FEATURE;

SENSITIVITY ANALYSIS;

EID: 57049121088     PISSN: 00037028     EISSN: None     Source Type: Journal    
DOI: 10.1366/000370208786401653     Document Type: Article

References (13)

1. K. Judge, C. W. Brown, and L. Hamel, Anal. Chem. 80, 4186 (2008).
2. N. W. Daniel and P. R. Griffiths, Proc. SPIE-Int. Soc. Opt. Eng. 2089, 230 (1993).
3. N. W. Daniel, I. R. Lewis, and P. R. Griffiths, Appl. Spectrosc. 51, 1868 (1997).
4. J. D. Jegla, Ph.D. Thesis, University of Idaho, Idaho (1997).
5. P. B. Harrington, Anal. Chem. 66, 802 (1994).
6. P. B. Harrington, A. Urbas, and C. Wan, Anal. Chem. 72, 5004 (2000).
7. C. G. Looney, Pattern Recognition Using Neural Networks: Theory and Algorithms for Engineers and Scientists (Oxford University Press, Inc., New York, 1997).
8. T. M. Mitchell, Machine Learning (McGraw-Hill, New York, 1997).
9. D. E. Rumelhart, G. E. Hinton, and R. J. Williams, Nature (London) 323, 533 (1986).
10. N. B. Colthup, L. H. Daly, and S. E. Wiberley, Introduction to Infrared and Raman Spectroscopy (Academic Press, New York, 1990).
11. L. J. Bellamy, The Infrared Spectra of Complex Molecules (John Wiley and Sons, New York, 1958), 2nd ed.
12. D. Lin-Vien, N. B. Colthup, W. G. Fateley, and J. G. Grasselli, Infrared and Raman Characteristic Frequencies of Organic Molecules (Academic Press, New York, 1991).
13. D. W. Mayo, F. A. Miller, and R. W. Hannah, Course Notes on the Interpretation of Infrared and Raman Spectra (Wiley-VCH, New York, 2004).