| Title of paper:
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An application of intuitionistic fuzzy information for handwritten Arabic word recognition
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| Author(s):
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| Leila Baccour
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| Research Group on Intelligent Machines (REGIM), University of Sfax, ENIS, DGE, BP. W-3038 - Sfax – Tunisia
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| leila.baccour@ieee.org
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| Slim Kanoun
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| Research Group on Intelligent Machines (REGIM), University of Sfax, ENIS, DGE, BP. W-3038 - Sfax – Tunisia
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| slim.kanoun@enis.rnu.tn
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| Volker Maergner
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| Institute of Communications Technology. Technical University, University Braunschweig D-38092, Germany
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| maergner@ifn.ing.tu-bs.de
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| Mohamed Adel Alimi
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| Research Group on Intelligent Machines (REGIM), University of Sfax, ENIS, DGE, BP. W-3038 - Sfax – Tunisia
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| adel.alimi@enis.rnu.tn
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| Presented at:
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12th ICIFS, Sofia, 17—18 May 2008
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| Published in:
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"Notes on Intuitionistic Fuzzy Sets", Volume 14 (2008) Number 2, pages 67—72
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| Download:
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 PDF (173 Kb, File info)
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| Abstract:
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The main objectives of this paper are to use intuitionistic fuzzy information to characterize handwritten Arabic words for recognition, using an extract of the IFN/ENIT data set and to compare them with an intuitionistic fuzzy similarity measure.
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| Keywords:
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Fuzzy set, Intuitionistic fuzzy set, Intuitionistic fuzzy similarity measure, Word recognition
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| References:
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- Atanassov K. Intuitionistic fuzzy sets, Springer, Heidelberg, 1999.
- Atanassov K. and Gargov G. Intuitionistic fuzzy logic, Comptes rendus de l’acadamie des Bulgare Sciences, vol. 43 (3), pp. 9-12, 1990.
- Atanassov K. and Georgiev C. Intuitionistic fuzzy Prolog, Fuzzy Sets and Systems, vol. 53, pp. 121-128, 1993.
- Atanassov K. Intuitionistic fuzzy sets, Fuzzy Sets and Systems, vol 20 (1), pp. 87-96, 1986.
- Baccour L., Maghrebi W., Kanoun S., Alimi M.A., A comparative study of a fuzzy similarity measure aggregated with fuzzy implications applied to shape recognition, 6th Mexican International Conference on Artificial Intelligence, Proc. of MICAI 2007, Aguascalientes, Mexico, 2007.
- Ioannis K. and al., Intuitionistic fuzzy information – Applications to pattern recognition, Pattern Recognition Letters vol 28, 2007, pp. 197-206.
- Liang, Z. and Shi, P., Similarity measures on intuitionistic fuzzy sets, Pattern Recognition Letters, 2003, pp. 24, 2687-2693.
- Pechwitz M. and al. IFN/ENIT – data set of handwritten Arabic words, In Proc. of CIFED 2002, pp. 129-136, Hammamat, Tunisia, 2002.
- Supriya and al., An application of intuitionistic fuzzy sets in medical diagnosis, Fuzzy sets and Systems, vol 117, pp. 209-213, 2001.
- Szmidt E. and Kacprzyk, J., Intuitionistic fuzzy sets in group decision making, Notes on IFS, 1996, 2 (1), 11-14
- Wang W. and Xin, X., Distance measure between intuitionistic fuzzy sets, Pattern Recognition Letters, 2005, 26, 2063-2069.
- Zhang, C. and Fu H., Similarity measures on three kinds of fuzzy sets, Pattern Recognition Letters, 2006, 27, 1307-1317
- Zadeh L., Fuzzy sets, Inform. Control, 1965, 8, 338-356
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| Citations:
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