کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
409439 679072 2006 4 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An experimental comparison of ensemble of classifiers for biometric data
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
An experimental comparison of ensemble of classifiers for biometric data
چکیده انگلیسی
Multi-matcher systems based on ensembles of classifiers are presented. We performed an empirical comparison of ensemble methods. The obtained results are very encouraging, our results improved the average predictive accuracy obtained using the individual learners. We show that the method “random subspace” outperforms the other ensemble methods tested in this paper. In this work, we study the fusion among the scores obtained by on-line signatures verification methods and the fusion among the scores of the systems submitted to Fingerprint Verification Competition 2004 (FVC2004).
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 69, Issues 13–15, August 2006, Pages 1670-1673
نویسندگان
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