Application of syntactic properties to three-level recognition of polish hand-written medical texts

Proceedings of the 2006 ACM Symposium on Document Engineering, DocEng 2006

Volumn 2006, Issue , 2006, Pages 115-121

  Godlewski, Grzegorz ^a   Piasecki, Maciej ^a   Sas, Jerzy ^a  

^a WROCLAW UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

Hand written text; HMM; OCR; Polish; PoS tagging

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTER PROGRAMMING LANGUAGES; CONSTRAINT THEORY; PATTERN RECOGNITION; SYNTACTICS; WORD PROCESSING;

HAND WRITTEN TEXTS; HMM; POS TAGGING; WORDS RECOGNITION;

TEXT PROCESSING;

EID: 34247368939     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1166160.1166192     Document Type: Conference Paper

References (11)

1. Debowski Ł.: Trigram morphosyntactic tagger for Polish. In Kłopotek, M.A., Wierzchoń, S.T., Trojanowski, K., eds.: Intelligent Information Processing and Web Mining. Proceedings of the International IIS:IIPWM'04 Conference, Zakopane, Poland, pages 409-413, Springer Verlag, 2004.
2. Kuncheva L. Combining Classifiers: Soft Computing Solutions, In Pattern Recognition: from Classical to Modern Approaches, Pal S., Pal A. [eds.], pages 427-451, World Scientific, 2001.
3. Liu C., Nakashima K., Sako H., Fujisawa H. Handwritten Digit Recognition: Benchmarking of State-of-the-Art Techniques. Pattern Recognition, Vol. 36, pages 2271-2285, 2003.
4. Lu Y., Tan C. Combination of Multiple Classifiers Using Probabilistic Dictionary and its Application to Postcode Generation, Pattern Recognition, Vol. 35 pages 2823-2832, 2002.
5. Marquez, L. Part-of-speech Tagging: A Machine Learning Approach based on Decision Trees. PhD thesis, Universitat Politécnica de Catalunya, 1999.
6. Piasecki, M. Hand-written and Automatically Extracted Rules for Polish Tagger. In P. Sojka, I. Kopeček, K. Pala, eds. Proceedings of Text, Speech, Dialogue 2006, pages 205-212, Lecture Notes in Artificial Intelligence. Springer, Berlin, 2006.
7. Piasecki, M., Godlewski, G. Effective Architecture of the Polish Tagger. In P. Sojka, I. Kopeček, K. Pala, eds. Proceedings of Text, Speech, Dialogue 2006, pages 213-220, Lecture Notes in Artificial Intelligence. Springer, Berlin, 2006.
8. Piasecki, M., Godlewski, G., J. Pejcz: Corpus of Medical Texts and Tools. To appear in: Proceedings of Medical Informatics and Technologies 2006, Silesian University of Technology, 2006.
9. Przepiórkowski, A.: The IPI PAN Corpus Preliminary Version. Institute of Computer Science PAS, 2004.
10. Quinlan, J.: C4.5: Programms for Machine Learning. Morgan Kaufmann, 1993.
11. Sas J., Luzyna M.: Combining Character Classifier Using Member Classifiers Assessment, Proc. of 5th Int. Conf. on Intelligent Systems Design and Applications, ISDA 2005, pages 400-405, IEEE Press, 2005.