Factors Influencing Accuracy of Biometrical Personal Identification Based on Cardiograms
- Autores: Bogdanov M.P.1,2, Kartak V.M.1,2, Dumchikov A.A.2, Fabarisova A.I.2
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Afiliações:
- Akmulla Bashkir State Pedagogical University
- Ufa State Aviation Technical University
- Edição: Volume 28, Nº 3 (2018)
- Páginas: 421-426
- Seção: Applied Problems
- URL: https://journals.rcsi.science/1054-6618/article/view/195400
- DOI: https://doi.org/10.1134/S1054661818030033
- ID: 195400
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Resumo
Factors influencing the efficiency of biometrical personal identification based on cardiograms are studied. We compare the efficiency of cardiogram identification for healthy respondents and for respondents with various dysfunctions in the cardiovascular system. We study how sample size and time of cardiogram recording influence the effectiveness of recognition. Different methods of pattern recognition used in machine learning are compared. We also examine how different methods for cardiogram recording influence recognition accuracy.
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Sobre autores
M. Bogdanov
Akmulla Bashkir State Pedagogical University; Ufa State Aviation Technical University
Autor responsável pela correspondência
Email: bogdanov_marat@mail.ru
Rússia, Ufa; Ufa
V. Kartak
Akmulla Bashkir State Pedagogical University; Ufa State Aviation Technical University
Email: bogdanov_marat@mail.ru
Rússia, Ufa; Ufa
A. Dumchikov
Ufa State Aviation Technical University
Email: bogdanov_marat@mail.ru
Rússia, Ufa
A. Fabarisova
Ufa State Aviation Technical University
Email: bogdanov_marat@mail.ru
Rússia, Ufa
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