Robust linear discriminant analysis for chemical pattern recognition

Journal of Chemometrics

Volumn 13, Issue 1, 1999, Pages 3-13

  Li, Yang ^a   Jiang, Jian Hui ^a   Chen, Zeng Ping ^a   Xu, Cheng Jian ^a   Yu, Ru Qin ^a  

^a HUNAN UNIVERSITY   (China)

Author keywords

Linear discriminant analysis (LDA); Outliers; Real genetic algorithm (RGA); Robust linear discriminant analysis (RLDA)

Indexed keywords

DISCRIMINANT ANALYSIS; MULTIVARIANT ANALYSIS; PATTERN RECOGNITION; STATISTICS;

CHEMICAL PATTERN RECOGNITION; EFFECTIVE TOOL; HIGH DIMENSIONAL SPACES; LINEAR DISCRIMINANT ANALYSE; LINEAR DISCRIMINANT ANALYZE; MULTI-GROUP; OUTLIER; REAL GENETIC ALGORITHM; ROBUST LINEAR DISCRIMINANT ANALYSE;

GENETIC ALGORITHMS;

EID: 0008466488     PISSN: 08869383     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1099-128X(199901/02)13:1<3::AID-CEM524>3.0.CO;2-R     Document Type: Article

References (20)

1. R. O. Duda and P. E. Hart, Pattern Classification and Scene Analysis, Wiley, New York (1973).
2. K. Fukunaga, Introduction to Statistical Pattern Recognition, Academic Press, New York (1972).
3. J. W. Sammon, IEEE Trans. Comput. C-19, 826 (1970).
4. D. H. Foley and J. W. Sammon, IEEE Trans. Comput. C-24, 281 (1975).
5. R.-Q. Yu, Introduction to Chemometrics, Hunan Education Press, Changsha (1991).
6. J. Kittler and P. C. Young, Pattern Recognit. 5, 335 (1973).
7. J. Kittler, IEEE Trans. Comput. C-26, 604 (1977).
8. P. J. Huber, Anal. Math. Statist. 35, 73 (1964).
9. P. J. Huber, Robust Statistics, Wiley, New York (1981).
10. W. J. J. Rey, Introduction to Robust and Quasi-Robust Statistics Methods, Springer, New York (1983).
11. F. R. Hampel, Anal. Math. Statist. 42, 1887 (1971).
12. F. R. Hampel, E. M. Ronchetti, P. J. Rousseeuw and W. A. Stahel, Robust Statistics: The Approach Based on Influence Functions, Wiley, New York (1986).
13. P. J. Rousseeuw and A. M. Leroy, Robust Regression and Outlier Detection, Wiley, New York (1986).
14. W. J. Krzanowski, J. Chemometrics, 9, 509 (1995).
15. R. Shaffer and G. W. Small, Chemometrics Intell. Lab. Syst. 35, 87 (1996).
16. C. B. Lucasiusm, A. D. Dane and G. Kateman, Anal. Chim. Acta, 282, 647 (1993).
17. J. H. Jiang, J. H. Wang, X. Chu and R. Q. Yu, Anal. Chim. Acta, 354, 263 (1997).
18. J. H. Jiang, J. H. Wang, X. H. Song and R. Q. Yu, J. Chemometrics, 10, 253 (1996).
19. L. Xu, Chemometrics Methods, p. 203, Science Press, Beijing (1995).
20. H. J. M. Verhaar, E. U. Ramos and J. L. M. Hermens, J. Chemometrics, 10, 149 (1996).