Biometric systems based on ECG using ensemble empirical mode decomposition and Variational Mode decomposition

[1]  Achmad Rizal,et al.  Lung Sound Classification Using Empirical Mode Decomposition and the Hjorth Descriptor , 2017 .

[2]  Guangchen Liu,et al.  An adaptive integrated algorithm for noninvasive fetal ECG separation and noise reduction based on ICA-EEMD-WS , 2015, Medical & Biological Engineering & Computing.

[3]  Ayodeji Olalekan Salau,et al.  Detection of glaucoma using two dimensional tensor empirical wavelet transform , 2019 .

[4]  Uday Maji,et al.  Empirical mode decomposition vs. variational mode decomposition on ECG signal processing: A comparative study , 2016, 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI).

[5]  Jia Li,et al.  A Novel Electrocardiogram Biometric Identification Method Based on Temporal-Frequency Autoencoding , 2019, Electronics.

[6]  Ola Pettersson,et al.  ECG analysis: a new approach in human identification , 2001, IEEE Trans. Instrum. Meas..

[7]  Yogendra Narain,et al.  Biometric Recognition using Area under Curve Analysis of Electrocardiogram , 2019, International Journal of Advanced Computer Science and Applications.

[8]  Paolo Bifulco,et al.  Individual identification via electrocardiogram analysis , 2015, Biomedical engineering online.

[9]  G. Bortolan,et al.  Personal Verification/Identification via Analysis of the Peripheral ECG Leads: Influence of the Personal Health Status on the Accuracy , 2015, BioMed research international.

[10]  Sugondo Hadiyoso,et al.  Mini Wireless ECG for Monitoring Athletes' ECG Signal Based on Smartphone , 2014 .

[11]  Aydin Akan,et al.  Detection of Epileptic Seizures by the Analysis of EEG Signals Using Empirical Mode Decomposition , 2018, 2018 Medical Technologies National Congress (TIPTEKNO).

[12]  M. Usman Akram,et al.  ECG Based Biometric Identification for Population with Normal and Cardiac Anomalies Using Hybrid HRV and DWT Features , 2015, 2015 5th International Conference on IT Convergence and Security (ICITCS).

[13]  Sugondo Hadiyoso,et al.  ECG based person authentication using empirical mode decomposition and discriminant analysis , 2019 .

[14]  Ayodeji Olalekan Salau,et al.  An image feature selection approach for dimensionality reduction based on kNN and SVM for AkT proteins , 2019, Cogent Engineering.

[15]  Rudy Hartanto,et al.  Comparison of empirical mode decomposition and coarse-grained procedure for detecting pre-ictal and ictal condition in electroencephalography signal , 2020, Informatics in Medicine Unlocked.

[16]  S. S. Shiju,et al.  Automated epileptic seizure detection using relevant features in support vector machines , 2014, 2014 International Conference on Control, Instrumentation, Communication and Computational Technologies (ICCICCT).

[17]  Zhang Jin,et al.  ECG Identification Based on Wavelet Transform , 2016 .

[18]  Inung Wijayanto,et al.  Multilevel Wavelet Packet Entropy and Support Vector Machine for Epileptic EEG Classification , 2018, 2018 4th International Conference on Science and Technology (ICST).

[19]  Fethi Bereksi-Reguig,et al.  A novel biometric authentication approach using ECG and EMG signals , 2015, Journal of medical engineering & technology.

[20]  Ana L. N. Fred,et al.  A Unifying Approach to ECG Biometric Recognition Using the Wavelet Transform , 2013, ICIAR.

[21]  Norden E. Huang,et al.  Ensemble Empirical Mode Decomposition: a Noise-Assisted Data Analysis Method , 2009, Adv. Data Sci. Adapt. Anal..

[22]  Zahra Einalou,et al.  SEPARATION OF TWIN FETAL ECG FROM MATERNAL ECG USING EMPIRICAL MODE DECOMPOSITION TECHNIQUES , 2017 .

[23]  I. Jekova,et al.  Perspectives of human verification via binary QRS template matching of single-lead and 12-lead electrocardiogram , 2018, PloS one.

[24]  Bukhtoyarov Victorovich Vladimir,et al.  Development of models for recognition of technological situations in the operation of electric centrifugal pumps for oil production , 2019 .

[25]  Dominique Zosso,et al.  Variational Mode Decomposition , 2014, IEEE Transactions on Signal Processing.

[26]  Dzati Athiar Ramli,et al.  Development of Heartbeat Based Biometric System Using Wavelet Transform , 2018 .

[27]  Noureddine Belgacem,et al.  ECG Based Human Authentication using Wavelets and Random Forests , 2012 .

[28]  Abdulmotaleb El-Saddik,et al.  ECG Authentication for Mobile Devices , 2016, IEEE Transactions on Instrumentation and Measurement.

[29]  Hong-Dar Lin,et al.  Automated visual fault inspection of optical elements using machine vision technologies , 2018 .

[30]  Vincenzo Piuri,et al.  Deep-ECG: Convolutional Neural Networks for ECG biometric recognition , 2019, Pattern Recognit. Lett..

[31]  Bernhard E. Boser,et al.  A training algorithm for optimal margin classifiers , 1992, COLT '92.

[32]  Corinna Cortes,et al.  Support-Vector Networks , 1995, Machine Learning.

[33]  Joseph A. O'Sullivan,et al.  ECG biometrics: A robust short-time frequency analysis , 2010, 2010 IEEE International Workshop on Information Forensics and Security.

[34]  Sugondo Hadiyoso,et al.  One-Lead Electrocardiogram for Biometric Authentication using Time Series Analysis and Support Vector Machine , 2019 .