Standardisation of near infrared spectrometers using artificial neural networks

Journal of Near Infrared Spectroscopy

Volumn 7, Issue 3, 1999, Pages 155-166

  Duponchel, L ^a   Ruckebusch, C ^a   Huvenne, J P ^a   Legrand, P ^a  

^a UNIVERSITÉ DES SCIENCES ET TECHNOLOGIES DE LILLE   (France)

Author keywords

Calibration transfer; Experimental design; Neural networks; Standardisation

Indexed keywords

EID: 0033461565     PISSN: 09670335     EISSN: None     Source Type: Journal    
DOI: 10.1255/jnirs.246     Document Type: Article

References (25)

1. J.S. Shenk, M.O. Westerhaus and W.C. Templeton, Crop Sci. 25, 159 (1985).
2. J.S. Shenk and M.O. Westerhaus, US Patent No. 4866644. Sept. 12 (1989).
3. T. Dean and T. Isaksson, NIRnews 4, 14 (1993).
4. Y. Wang, D.J. Velkamp and B.R. Kowalski, Anal. Chem. 63, 2750 (1991).
5. Y. Wang and B.R. Kowalski, Appl. Spectrosc. 46, 764 (1992).
6. E. Bouveresse and D. Massart, Chemom. Intel. Lab. Syst. 32, 201 (1996).
7. B.M. Wise, PLS Toolbox for Use with MATLAB, version 1.4. Eigenvector Technologies, West Richland, WA, USA.
8. E. Bouveresse, C. Hartmann, D.L. Massart, I.R. Last and K.A. Prebble, Anal. Chem. 68, 982 (1996).
9. J. Zupan and J. Gasteiger, Neural Networks for Chemists. VCH, Weinheim, Germany (1993).
10. R.Goodacre and D.B. Kell, Anal. Chem. 68, 271 (1996).
11. P.R. Bevington and D.K. Robinson, Data Reduction and Error Analysis for the Physical Sciences. McGraw-Hill (1992).
12. T. Masters, Advanced Algorithms for Neural Networks: a C++ Sourcebook. John Wiley & Sons Inc., New York, USA (1995).
13. Neural Network Toolbox User's Guide. The Math Works Inc. (1994).
14. M.T. Hagan and M. Menhaj, IEEE Transactions on Neural Networks 6, 989 (1994).
15. M.T. Hagan, H.B. Demuth and-M.H. Beale, Neural Network Design. PWS Publishing, Boston, MA, USA (1996).
16. D.E. Rumelhart, G.E. Hinton and R.J. Williams, Parallel Distributed Processing: Explorations in the Micro structure of Cognition. MIT Press, Cambridge, MA, USA, pp. 318-362 (1986).
17. N.R. Drapper, Empirical Model-Building and Response Surface. John Wiley & Sons Inc., New York, USA, pp. 105-142 (1990).
18. G.E.P. Box, W.G. Hunter and J.S. Hunter, Statistics for Experimenters. John Wiley & Sons Inc., New York, USA (1978).
19. F. Pukelsteim, Optimal Design of Experiments. John Wiley & Sons Inc., New York, USA (1993).
20. The Unscrambler 6 User's Guide. Camo AS, Trondheim, Norway.
21. th Edition. Air Academy & Associates (1987).
22. G.E.P. Box and N.R. Draper, Empirical Model Building and Response Surfaces. John Wiley & Sons Inc., New York, USA (1987).
23. D.C. Montgomery, Design and Analysis of Experiments. John Wiley & Sons Inc., New York, USA (1991).
24. H. Martens and T. Næs, Multivariate Calibration. John Wiley & Sons Ltd, Chichester, UK (1993).
25. H. Martens and T. Næs, Trends in Analytical Chemistry 3, 204 (1984).