K-local hyperplane distance nearest-neighbor algorithm and protein fold recognition

Pattern Recognition and Image Analysis

Volumn 16, Issue 1, 2006, Pages 19-22

  Okun, O G ^a  

^a UNIVERSITY OF OULU   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 33646405841     PISSN: 10546618     EISSN: 15556212     Source Type: Journal    
DOI: 10.1134/S1054661806010068     Document Type: Article

References (8)

1. G. Bologna and R. D. Appel, "A Comparison Study on Protein Fold Recognition," Proceedings of the 9th International Conference on Neural Information Processing, Singapore, 2002, pp. 2492-2496.
2. I.-F. Chung, C.-D. Huang, Y.-H. Shen, and C.-T. Lin, "Recognition of Structure Classification of Protein Folding by NN and SVM Hierarchical Learning Architecture," in Lecture Notes in Computer Science (Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Istanbul, Turkey), Ed. by O. Kaynak, E. Alpaydin, E. Oja, and L. Xu (Springer, Berlin, 2003), Vol. 2714, pp. 1159-1167.
3. C. H. Q. Ding and I. Dubchak, "Multiclass Protein Fold Recognition Using Support Vector Machines and Neural Networks," Bioinformatics 17 (4), 349-358 (2001).
4. C.-D. Huang, I.-F. Chung, N. R. Pal, and C.-T. Lin, "Machine Learning for Multiclass Protein Fold Classification Based on Neural Networks with Feature Gating," in Lecture Notes in Computer Science (Artificial Neural Networks and Neural Information Processing-ICANN/ICONIP 2003, Istanbul, Turkey), Ed. by O. Kaynak, E. Alpaydin, E. Oja, and L. Xu (Springer, Berlin, 2003), Vol. 2714, pp. 1168-1175.
5. L. Lo Conte, B. Alley, T. J. P. Hubbard, et al., "SCOP: a Structural Classification of Proteins Database," Nucleic Acids Res. 28 (1), 257-259 (2000).
6. N. R. Pal and D. Chakraborty, "Some New Features for Protein Fold Recognition," in Lecture Notes in Computer Science (Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Istanbul, Turkey), Ed. by O. Kaynak, E. Alpaydin, E. Oja, and L.Xu (Springer, Berlin, 2003), Vol. 2714, pp. 1176-1183.
7. S. Y. M. Shi and P. N. Suganthan, "Feature Analysis and Classification of Protein Secondary Structure Data," in Lecture Notes in Computer Science (Artificial Neural Networks and Neural Information Processing-ICANN/ICONIP 2003, Istanbul, Turkey), Ed. by O. Kaynak, E. Alpaydin, E. Oja, and L. Xu (Springer, Berlin, 2003), Vol. 2714, pp. 1151-1158.
8. P. Vincent and Y. Bengio, "K-Local Hyperplane and Convex Distance Nearest-Neighbor Algorithms," in Advances in Neural Information Processing Systems, Ed. by T. G. Dietterich, S. Becker, and Z. Ghahramani (MIT, Cambridge, MA, 2002), Vol. 14, pp. 985-992.