Combining character classifiers using member classifiers assessment

Proceedings - 5th International Conference on Intelligent Systems Design and Applications 2005, ISDA '05

Volumn 2005, Issue , 2005, Pages 400-405

  Sas, Jerzy ^a   Luzyna, Michal ^a  

^a WROCLAW UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFIERS; PROBABILITY; RELIABILITY; VECTORS;

CHARACTER LIKELIHOOD; HANDPRINTED TEXT RECOGNITION; MEMBER CLASSIFIERS RELIABILITY ASSESSMENT; PROBABILISTIC CLASSIFIER PROPERTIES;

PATTERN RECOGNITION;

EID: 33746191162     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISDA.2005.34     Document Type: Conference Paper

References (9)

1. M. Aksela, R. Girdziusas, J. Laaksonen, and E. Oja. Class-confidence critic combining. Proc. of Eight Int. Workshop on Frontiers in Handwriting Recognition, 99(7):201-206, January 2002.
2. E. Alpaydin. Techniques for combining multiple learners. Proc. of Engineering of Intelligent Systemn98 Conference, 2:6-12, 1998.
3. V. Gunes, M. Menard, and P. Loonis. Combination, cooperation and selection of classifiers: A state of the art. Int. Journ. on Pattern Recognition and Artificial Intelligence, 17(8):1303-1324, 2003.
4. L. Kuncheva. Multiple classifier decision combination strategies for character recognition: A review. IEEE Trans. on Pattern Analysis and Machine Intelligence, 24(2): 281-286, January 2002.
5. C. Liu, K. Nakashima, H. Sako, and H. Fujisawa. Handwritten digit recognition: benchmarking of state-of-the-art techniques. Pattern Recognition, 36:2271-2285, 2003.
6. Y. Lu and C. Tan. Combination of multiple classifiers using probabilistic dictionary and its application to postcode recognition. Pattern Recognition Letters, 35:2823-2832, 2002.
7. A. Rahman and M. Fairhurst. Multiple classifier decision combination strategies for character recognition: A review. Int. Journ. on Document Analysis and Recognition, 5:166-184, January 2003.
8. J. Sas. Three-level, lexicon-based handwritten form recognition method. Proc, of VI Int. Conf on Artificial Intelligence AI-19'2004, 1(23): 113-124, 2004.
9. B. Verma, P. Gader, and W. Chen. Fusion of multiple handwritten word recognition techniques. Pattern Recognition Letters, 22:991-998, 2001.