Combining classifiers based on confidence values

Proceedings of the International Conference on Document Analysis and Recognition, ICDAR

Volumn , Issue , 1999, Pages 37-40

  Atukorale, Ajantha S ^a   Suganthan, P N ^a  

^a UNIVERSITY OF QUEENSLAND   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

NETWORK ARCHITECTURE;

COMBINING CLASSIFIERS; CONFIDENCE VALUES; FEATURE SETS; IMPLICIT RANKING; MULTIPLE CLASSIFICATION; NETWORK ALGORITHMS; SEQUENTIAL IMPLEMENTATION; STRUCTURAL FEATURE;

CLASSIFICATION (OF INFORMATION);

EID: 78651342844     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.1999.791719     Document Type: Conference Paper

References (9)

1. F. Ancona, S. Ridella, S. Rovetta, and R. Zunino. On the Importance of Sorting in Neural Gas Training of Vector Quantizers. In Proc. of the IEEE International Conference on Neural Networks, pages 1804-1808, 1997.
2. C. S.-T. Choy and W.-C. Siu. Fast Sequential Implementation of Neural Gas Network for Vector Quantization. IEEE Transactions on Communications, 46(3):301-304, Mar. 1998.
3. T. M. Ha and H. Bunke. Off-Line Handwritten Numeral Recognition by Perturbation Method. IEEE Transactions on Pattern Analysis and Machine Intelligence, 19(5):535-539, May 1997.
4. T. Kohonen. The Self-Organizing Map. Proceedings of the IEEE, 78(9):1464-1480, Sept. 1990.
5. T. Martinetz, S. G. Berkovich, and K. Schulten. Neural Gas Network for Vector Quantization and its Application to Time-Series Prediction. IEEE Transactions on Neural Networks, 4(4):218-226, July 1993.
6. T. Martinetz and K. Schulten. A Neural-Gas Network Learns Topologies. In T. Kohonen, K. Makisara, O. Simula, and J. Kangas, editors, Artificial Neural Networks, pages 397-402. North-Holland, Amsterdam, 1991.
7. G. Rogova. Combining the Results of Several Neural Network Classifiers. Neural Networks, 7(5):777-781, 1994.
8. C. Y. Suen, C. Nadal, R. Legault, T. A. Mai, and L. Lam. Computer Recognition of Unconstrained Handwritten Numerals. Proceedings of IEEE, 80(7):1162-1180, July 1992.
9. P. N. Suganthan. Hierarchical Overlapped SOMs for Pattern Classification. IEEE Transactions on Neural Networks, 10(1):193-196, Jan. 1999.