A novel noise-robust stacked ensemble of deep and conventional machine learning classifiers (NRSE-DCML) for human biometric identification from electrocardiogram signals

Background: Biometric identification is advantageous over traditional authentication methods such as password, PIN (Personal Identification Number), and/or a token-based card. Electrocardiogram (ECG) signals show unique behavioral characteristics for persons due to their heart morphology and structu...

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Bibliographic Details
Main Authors: Noushin Rabinezhadsadatmahaleh, Toktam Khatibi
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914820306195