Experimental results on the construction of multiple classifiers recognizing handwritten numerals

Hee Joong Kang, Seong Whan Lee

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Abstract

Only a few studies have been conducted on how to select multiple classifiers from the pool of available classifiers for showing the good performance. The selection problem of classifiers on how to select or how many to select still remains an important issue. In this paper, provided that the number of selected classifiers is constrained in advance, a number of selection criteria are proposed and applied to the construction of multiple classifiers. All the sets of classifiers are examined by the selection criteria under the constraint of the number of selected classifiers, and then some of those sets are selected as the candidates of multiple classifier systems. The multiple classifier system candidates were evaluated by the experiments recognizing UCI handwritten numerals.

Original languageEnglish
Title of host publicationProceedings of the International Conference on Document Analysis and Recognition, ICDAR
PublisherIEEE Computer Society
Pages1026-1030
Number of pages5
Volume2001-January
ISBN (Print)0769512631, 0769512631, 0769512631
DOIs
Publication statusPublished - 2001
Event6th International Conference on Document Analysis and Recognition, ICDAR 2001 - Seattle, United States
Duration: 2001 Sep 102001 Sep 13

Other

Other6th International Conference on Document Analysis and Recognition, ICDAR 2001
CountryUnited States
CitySeattle
Period01/9/1001/9/13

Fingerprint

Classifiers
Experiments

ASJC Scopus subject areas

  • Computer Vision and Pattern Recognition

Cite this

Kang, H. J., & Lee, S. W. (2001). Experimental results on the construction of multiple classifiers recognizing handwritten numerals. In Proceedings of the International Conference on Document Analysis and Recognition, ICDAR (Vol. 2001-January, pp. 1026-1030). [953941] IEEE Computer Society. https://doi.org/10.1109/ICDAR.2001.953941

Experimental results on the construction of multiple classifiers recognizing handwritten numerals. / Kang, Hee Joong; Lee, Seong Whan.

Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. Vol. 2001-January IEEE Computer Society, 2001. p. 1026-1030 953941.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kang, HJ & Lee, SW 2001, Experimental results on the construction of multiple classifiers recognizing handwritten numerals. in Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. vol. 2001-January, 953941, IEEE Computer Society, pp. 1026-1030, 6th International Conference on Document Analysis and Recognition, ICDAR 2001, Seattle, United States, 01/9/10. https://doi.org/10.1109/ICDAR.2001.953941
Kang HJ, Lee SW. Experimental results on the construction of multiple classifiers recognizing handwritten numerals. In Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. Vol. 2001-January. IEEE Computer Society. 2001. p. 1026-1030. 953941 https://doi.org/10.1109/ICDAR.2001.953941
Kang, Hee Joong ; Lee, Seong Whan. / Experimental results on the construction of multiple classifiers recognizing handwritten numerals. Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. Vol. 2001-January IEEE Computer Society, 2001. pp. 1026-1030
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