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Get Advances in Artificial Intelligence: 29th Canadian PDF

By Richard Khoury, Christopher Drummond

ISBN-10: 3319341103

ISBN-13: 9783319341101

ISBN-10: 3319341111

ISBN-13: 9783319341118

This booklet constitutes the refereed complaints of the twenty ninth Canadian convention on man made Intelligence, Canadian AI 2016, held in Victoria, BC, Canada, in May/June 2016. The 12 complete papers and 27 brief papers awarded have been conscientiously reviewed and chosen from ninety seven submissions. the point of interest of the convention used to be at the following topics: activities and behaviours, audio and visible reputation, average language processing, reasoning and studying, streams and allotted computing.

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Additional info for Advances in Artificial Intelligence: 29th Canadian Conference on Artificial Intelligence, Canadian AI 2016, Victoria, BC, Canada, May 31 - June 3, 2016. Proceedings

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Pattern Recognit. Res. 7(1), 116–139 (2012) 2. : Computer-access security systems using keystroke dynamics. IEEE Trans. Pattern Anal. Mach. Intell. 12(12), 1217–1222 (1990) 3. : Identity authentication based on keystroke latencies. Commun. ACM 33(2), 168–176 (1990) 4. : Biometric personal authentication using keystroke dynamics: a review. Appl. Soft Comput. 11(2), 1565–1573 (2011) 5. : A practical guide to support vector classification. National Taiwan University (2003). pdf 6. : Keystroke dynamics as a biometric for authentication.

We recommend a “grid-search” on γ and ν using cross-validation. Various pairs of (γ, ν) values are tried and the one with the best cross-validation accuracy is picked. , 2−6 ). 3 Experimental Protocol In order to reduce the noises existing in the measurement of dataset, a preprocessing of data is necessary. According to Joyce and Grupta [3], all keystroke timing data greater than three standard deviations (σ) above the mean reference signature are discarded. Then, as shown in Fig. 3, we divide the positive data into two parts (4/5 + 1/5).

Soc. 19(4), 573–587 (2013) 8. : Computer user verification using login string keystroke dynamics. IEEE Trans. Syst. Man Cybern. Part A: Syst. Hum. 28(2), 236–241 (1998) 9. : Novel impostors detection in keystroke dynamics by support vector machine. , Horiguchi, S. ) Parallel and Distributed Computing: Applications and Technologies. LNCS, vol. 3320, pp. 666–669. Springer, Heidelberg (2005) 10. : Estimating the support of a high-dimensional distribution. Neural Comput. 13(7), 1443–1471 (2001) 11. : A survey of keystroke dynamics biometrics.

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Advances in Artificial Intelligence: 29th Canadian Conference on Artificial Intelligence, Canadian AI 2016, Victoria, BC, Canada, May 31 - June 3, 2016. Proceedings by Richard Khoury, Christopher Drummond


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