Classification of data with missing elements and outliers

Talanta

Volumn 76, Issue 3, 2008, Pages 602-609

  Stanimirova, I ^a   Walczak, B ^a  

^a UNIVERSITY OF SILESIA   (Poland)

Author keywords

Expectation maximization; Projection to model plane; Robust PCA; Robust SIMCA

Indexed keywords

COMPUTATIONAL COMPLEXITY; DATA REDUCTION; LEAST SQUARES APPROXIMATIONS; OPTIMIZATION; PARAMETER ESTIMATION; ROBUST CONTROL;

CLASS ANALOGY; EXPECTATION MAXIMIZATION; MODEL PLANES;

CLASSIFICATION (OF INFORMATION);

EID: 44949116897     PISSN: 00399140     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.talanta.2008.03.049     Document Type: Article

References (18)

1. Stanimirova I., Daszykowski M., and Walczak B. Talanta 72 (2007) 172-178
2. Serneels S., and Verdonck T. Comput. Stat. Data Anal. 52 (2008) 1712-1727
3. Stanimirova I., Serneels S., Van Espen P.J., and Walczak B. Anal. Chim. Acta 581 (2007) 324-332
4. Daszykowski M., Kaczmarek K., Stanimirova I., Vander Heyden Y., and Walczak B. Chemometr. Intell. Lab. Syst. 87 (2007) 121-129
5. Vanden Branden K., and Hubert M. Chemometr. Intell. Lab. Syst. 79 (2005) 10-21
6. Dempster A.P., Laird N.M., and Rubin D.B. J. Roy. Stat. Soc. Ser. B: Stat. Methodol. 39 (1977) 1-38
7. Locantore N., Marron J.S., Simpson D.G., Tripoli N., Zhang J.T., and Cohen K.L. Test 8 (1999) 1-74
8. Kennard R.W., and Stone L.A. Technometrics 11 (1969) 137-148
9. Snee R.D. Technometrics 19 (1977) 415-428
10. Martens H., and Naes T. Multivariate Calibration (1989), John Wiley & Sons, Gulford, Great Britain
11. Arteaga F., and Ferrer A. J. Chemometr. 16 (2002) 408-418
12. Wold S. Pattern Recogn. 8 (1976) 127-139
13. Vandeginste B.G.M., Massart D.L., Buydens L.M.C., de Jong S., Lewi P.J., and Smeyers-Verbeke J. Handbook of Chemometrics and Qualimetrics, Part B (1998), Elsevier, Amsterdam, The Netherlands
14. Huber P.J. Robust Statistics (1981), Wiley, New York, The USA
15. Hössjer O., and Croux C. J. Nonparametr. Stat. 4 (1995) 293-308
16. Rousseeuw P.J., and Croux C. J. Am. Stat. Assoc. 88 (1993) 1273-1283
17. Forina M., Armanino C., Castino M., and Ubigli M. Vitis 25 (1986) 189-201
18. Todeschini R. Anal. Chim. Acta 348 (1997) 419-430