Factors Influencing Accuracy of Biometrical Personal Identification Based on Cardiograms
- Авторы: Bogdanov M.P.1,2, Kartak V.M.1,2, Dumchikov A.A.2, Fabarisova A.I.2
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Учреждения:
- Akmulla Bashkir State Pedagogical University
- Ufa State Aviation Technical University
- Выпуск: Том 28, № 3 (2018)
- Страницы: 421-426
- Раздел: 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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Аннотация
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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Об авторах
M. Bogdanov
Akmulla Bashkir State Pedagogical University; Ufa State Aviation Technical University
Автор, ответственный за переписку.
Email: bogdanov_marat@mail.ru
Россия, Ufa; Ufa
V. Kartak
Akmulla Bashkir State Pedagogical University; Ufa State Aviation Technical University
Email: bogdanov_marat@mail.ru
Россия, Ufa; Ufa
A. Dumchikov
Ufa State Aviation Technical University
Email: bogdanov_marat@mail.ru
Россия, Ufa
A. Fabarisova
Ufa State Aviation Technical University
Email: bogdanov_marat@mail.ru
Россия, Ufa
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