Issue:A GN model for on-line signature verification

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Title of paper: A GN model for on-line signature verification Author(s): Desislava Boyadzhieva Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, 2 “Acad. G. Bonchev” Str., 1113 Sofia, Bulgaria, d.n.dimitrova@gmail.com Georgi Gluhchev Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, 2 “Acad. G. Bonchev” Str., 1113 Sofia, Bulgaria, gluhchev@iinf.bas.bg Presented at: 14th IWGN, Burgas, 29-30 November 2013 Published in: Conference proceedings, pages 65-70 Download:  PDF (158  Kb, File info) Abstract: In this paper, a generalized net model for a combined method for on-line signature verification is proposed. The model describes all the necessary steps in developing a signature recognition system: signature data pre-processing, feature extraction and selection, verification and system evaluation. Keywords: Generalized nets, On-line signature verification, Neural networks. AMS Classification: 68Q85, 62H30. References: Nalwa, V.S., I. Ekeland, Automatic on-line signature verification. Proceedings of the IEEE 85, 1997, 213–239. Atanassov, K. Generalized Nets in Artificial Intelligence. Volume 1: Generalized Nets and Expert Systems. “Prof. M. Drinov” Academic Publishing House, Sofia, 1998. Jain, A., Stan Li. Encyclopedia of Biometrics, Springer, 2009. Atanassov, K. Generalized Nets. World Scientific, Singapore, 1991. Hocking, R. R., R. Leslie. Selection of the Best Subset in Regression Analysis. Techno-metrics, Vol. 9, 1967, 531–540. LaMotte, L. R., R. R. Hocking. Computational Efficiency in the Selection of Regression Variables. Technometrics, Vol. 12, 1970, 83–93. Atanassov, K., G. Gluhchev, S. Hadjitodorov, J. Kacprzyk, A. Shannon, E. Szmidt, V. Vassilev. Generalized Nets Decision Making and Pattern Recognition. EXIT Publishing House, Warsaw School of Information Technology, Warszawa, 2006. Gluhchev, G., M. Savov, O. Boumbarov, D. Vassileva. A New Approach to Signature Based Authentication”, Proc. of 2nd Int. Conf. on Biometrics , Seoul, 26–29 August, 2007, 594–603. Savov, M., G. Gluhchev. Signature verification via Hand-Pen motion investigation. Proc. Int. Conf. “Recent Advances in Soft Computing”, Canterbury, 2006, 490–495. Atanassov, K., G. Gluhchev, S. Hadjitodorov, A. Shannon, V. Vassilev, Generalized Nets and Pattern Recognition. KvB Visual Concepts Pty Ltd, Monograph No. 6, Sydney, 2003. Leclerc, F., R. Plamondon. Automatic signature verification: The state of the art 1989–1993. International Journal of Pattern Recognition and Artificial Intelligence, Vol. 8, 1994, No. 3, 643–660. McCabe, A., J. Trevathan, W. Read. Neural network-based handwritten signature verification. Journal of Computers, Vol. 3, 2008, No. 8, 9–22. Citations: The list of publications, citing this article may be empty or incomplete. If you can provide relevant data, please, write on the talk page.