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Comparative study of SVM & KNN for signature verification

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References

  • I. W. McKeague, “A Statistical Model for Signature Verification,” J. Am. Stat. Assoc., vol. 100, no. 469, pp. 231–241, 2005. doi: 10.1198/016214504000000827
  • M. A. Salama and W. B. Hussein, “An enhanced handwritten signature verification model applied on off-line benchmark data sets,” Int. J. Image Data Fusion, vol. 8, no. 4, pp. 332–353, 2017.
  • N. M. Herbst and C. N. Liu, “Automatic Signature Verification Based on Accelerometry,” IBM J. Res. Dev., vol. 21, no. 3, pp. 245–253, May 1977. doi: 10.1147/rd.213.0245
  • S. James and S. Pal, “Biometrics-Signature Verification Techniques,” IETE J. Educ., vol. 41, no. 3–4, pp. 63–66, 2000. doi: 10.1080/09747338.2000.11415730
  • Li Tang, Heping Pan & Yiyong Yao (2018) PANK-A financial time series prediction model integrating principal component analysis, affinity propagation clustering and nested k-nearest neighbor regression, Journal of Interdisciplinary Mathematics, 21:3, 717-728 doi: 10.1080/09720502.2018.1456825
  • A. McCabe, J. Trevathan, and W. Read, “Neural network-based handwritten signature verification,” J. Comput., vol. 3, no. 8, pp. 9–22, 2008. doi: 10.4304/jcp.3.8.9-22
  • H. Ma, W.-W. Yang, and C.-C. Liu, “OFF-LINE CHINESE-BASED SIGNATURE VERIFICATION USING A THRESHOLD SELF-ORGANIZING MAP,” J. Chinese Inst. Ind. Eng., vol. 24, no. 3, pp. 225– 235, 2007.
  • B. Kar and P. K. Dutta, “SVM based Signature Verification by Fusing Global and Functional Features,” Int. J. Comput. Appl., vol. 60, no. 16, pp. 34–39, 2012.
  • S. Ghandali and M. E. Moghaddam, “Off-Line Persian signature identification and verification based on image registration and fusion,” J. Multimed., vol. 4, no. 3, pp. 137–144, 2009. doi: 10.4304/jmm.4.3.137-144
  • E. J. R. Justino, F. Bortolozzi, and R. Sabourin, “A comparison of SVM and HMM classifiers in the off-line signature verification,” Pattern Recognit. Lett., vol. 26, no. 9, pp. 1377–1385, 2005. doi: 10.1016/j.patrec.2004.11.015

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