Improved classification of crystallization images using data fusion and multiple classifiers

Acta Crystallographica Section D: Biological Crystallography

Volumn 64, Issue 8, 2008, Pages 823-833

  Buchala, Samarasena ^a   Wilson, Julie C ^a  

^a UNIVERSITY OF YORK   (United Kingdom)

Author keywords

Crystallization; Image classification

Indexed keywords

ARTICLE; ARTIFICIAL INTELLIGENCE; CLASSIFICATION; DISCRIMINANT ANALYSIS; EVALUATION; METHODOLOGY; X RAY CRYSTALLOGRAPHY;

ARTIFICIAL INTELLIGENCE; CLASSIFICATION; CRYSTALLOGRAPHY, X-RAY; DISCRIMINANT ANALYSIS;

EID: 47749133788     PISSN: 09074449     EISSN: 13990047     Source Type: Journal    
DOI: 10.1107/S0907444908014273     Document Type: Article

References (28)

1. Al-Ani, A. & Deriche, M. (2002). J. Artif. Intell. 17, 333-361.
2. Bergfors, T. (2002). Editor. Protein Crystallization: Techniques, Strategies and Tips. A Laboratory Manual. La Jolla: International University Line.
3. Bern, M., Goldberg, D., Stevens, R. C. & Kuhn, P. (2004). J. Appl. Cryst. 37, 279-287.
4. Brzozowski, A. M. & Walton, J. (2001). J. Appl. Cryst. 34, 97-101.
5. Cortes, C. & Vapnik, V. (1995). Mach. Learn. 20, 273-297.
6. Cumbaa, C. & Jurisica, I. (2005). J. Struct. Funct. Genomics, 6, 195-202.
7. Cumbaa, C. A., Lauricella, A., Fehrman, N., Veatch, C., Collins, R., Luft, J. R., DeTitta, G. & Jurisica, I. (2003). Acta Cryst. D59, 1619-1627.
8. Dietterich, T. G. (2000). Proceedings of the First International Workshop on Multiple Classifier Systems, edited by J. Kittler & F. Roli, pp. 1-15. London: Springer-Verlag.
9. Duda, R., Hart, P. & Stork, D. (2000). Pattern Classification. New York: Wiley.
10. Duin, P. W. R. & Tax, D. M. J. (2000). Proceedings of the First International Workshop on Multiple Classifier Systems, edited by J. Kittler & F. Roli, pp. 16-29. London: Springer-Verlag.
11. Hennessy, D., Buchanan, B., Subramanian, D., Wilkosz, P. A. & Rosenberg, J. M. (2000). Acta Cryst. D56, 817-827.
12. Jain, A. K., Duin, P. W. R. & Mao, J. (2000). IEEE Trans. Patt. Anal. Mach. Intell. 22, 4-37.
13. Jurisica, I., Rogers, P., Glasgow, J. I., Fortier, S., Luft, J. R., Wolfley, J. R., Bianca, M. A., Weeks, D. R. & DeTitta, G. T. (2001). IBM Syst. J. 40, 248-264.
14. Kawabata, K., Takahashi, M., Saitoh, K., Asama, H., Mishima, T., Sugahara, M. & Miyano, M. (2006). Acta Cryst. D62, 239-245.
15. Kittler, J., Hatef, M., Duin, R. P. W. & Matas, J. (1998). IEEE Trans. Patt. Anal. Mach. Intell. 20, 226-239.
16. Kohonen, T. (1987). Self-Organization and Associative Memory. Berlin: Springer.
17. Lu, X., Wang, Y. & Jain, A. K. (2003). 2003 International Conference on Multimedia and Expo, Vol. 3, pp. 13-16. Washington DC: IEEE Computer Society.
18. Meyer, D., Leisch, F. & Hornik, K. (2003). Neurocomputing, 55, 169-186.
19. Neal, B. L., Asthagiri, D. & Lenhoff, A. M. (1998). Biophys. J. 75, 2469-2477.
20. Pan, S., Shavit, G., Penas-Centeno, M., Xu, D.-H., Shapiro, L., Ladner, R., Riskin, E., Hol, W. & Meldrum, D. (2006). Acta Cryst. D62, 271-279.
21. Rupp, B. & Wang, J. (2004). Methods, 34, 390-407.
22. Spraggon, G., Lesley, S. A., Kreusch, A. & Priestle, J. P. (2002). Acta Cryst. D58, 1915-1923.
23. Walker, C. G., Foadi, J. & Wilson, J. (2007). J. Appl. Cryst. 40, 418-426.
24. Watts, D., Cowtan, K. & Wilson, J. (2008). J. Appl. Cryst. 41, 8-17.
25. Wilson, J. (2002). Acta Cryst. D58, 1907-1914.
26. Wilson, J. (2004). Crystallogr. Rev. 10, 73-84.
27. Zhu, X., Sun, S., Cheng, S. E. & Bern, M. (2004). Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE, Vol. 3, pp. 1628-1631. Piscataway: IEEE.
28. Zuk, W. M. & Ward, K. B. (1991). J. Cryst. Growth, 110, 148-155.