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• W2607588891 abstract "The performances of the bag-of-words approach in biometric applications using electrocardiography (ECG) signals have been analysed according to the influence of specific design parameters. Optimal setup scenarios have been identified combining five encoding procedures, two pooling methods, and three classification strategies. The method does not require waveform segmentation nor fiducial points detection. Comparative results based on extensive experiments conducted on real ECG recordings collected on chest, finger, and hand palm are presented. Sparse representations yield best results, exceeding 99% correct classification rate for a number of 100 subjects, while additionally exhibiting robustness against modifications of the experimental setup." @default.
• W2607588891 created "2017-05-05" @default.
• W2607588891 creator A5077406158 @default.
• W2607588891 date "2017-07-12" @default.
• W2607588891 modified "2023-09-26" @default.
• W2607588891 title "Comparative analysis of bag‐of‐words models for ECG‐based biometrics" @default.
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• W2607588891 doi "https://doi.org/10.1049/iet-bmt.2016.0177" @default.
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