Epileptic seizure detection using Multivariate Empirical Mode Decomposition and Support Vector Machines

2020 IEEE International Conference on Design & Test of Integrated Micro & Nano-Systems (DTS) ◽

10.1109/dts48731.2020.9196156 ◽

2020 ◽

Author(s):

Chahira Mahjoub ◽

Sahbi Chaibi ◽

Fatma Krikid ◽

Anca Nica ◽

Regine Le Bouquin Jeannes ◽

...

Keyword(s):

Support Vector Machines ◽

Empirical Mode Decomposition ◽

Epileptic Seizure ◽

Seizure Detection ◽

Support Vector ◽

Epileptic Seizure Detection ◽

Multivariate Empirical Mode Decomposition ◽

Mode Decomposition ◽

Vector Machines

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Epileptic Seizure Detection Using Empirical Mode Decomposition Based Fuzzy Entropy and Support Vector Machine

Lecture Notes in Electrical Engineering - Proceedings of the Sixth International Conference on Green and Human Information Technology ◽

10.1007/978-981-13-0311-1_20 ◽

2018 ◽

pp. 109-118 ◽

Author(s):

Deepti Tripathi ◽

Navneet Agrawal

Keyword(s):

Support Vector Machine ◽

Empirical Mode Decomposition ◽

Epileptic Seizure ◽

Seizure Detection ◽

Fuzzy Entropy ◽

Support Vector ◽

Epileptic Seizure Detection ◽

Mode Decomposition

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Epileptic Seizure Detection from EEG Signals Using Best Feature Subsets Based on Estimation of Mutual Information for Support Vector Machines and Naïve Bayes Classifiers

Advances in Systems, Control and Automation - Lecture Notes in Electrical Engineering ◽

10.1007/978-981-10-4762-6_56 ◽

2017 ◽

pp. 585-593

Author(s):

A. Sharmila ◽

P. Geethanjali

Keyword(s):

Support Vector Machines ◽

Mutual Information ◽

Epileptic Seizure ◽

Naive Bayes ◽

Seizure Detection ◽

Naïve Bayes ◽

Support Vector ◽

Eeg Signals ◽

Epileptic Seizure Detection ◽

Vector Machines

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Automated epileptic seizure detection using relevant features in support vector machines

2014 International Conference on Control, Instrumentation, Communication and Computational Technologies (ICCICCT) ◽

10.1109/iccicct.2014.6993105 ◽

2014 ◽

Author(s):

M Mitha ◽

S S Shiju ◽

Mithra Viswanadhan

Keyword(s):

Support Vector Machines ◽

Epileptic Seizure ◽

Seizure Detection ◽

Support Vector ◽

Epileptic Seizure Detection ◽

Vector Machines

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Epileptic Seizure Detection Using Support Vector Machines

Frontiers in Neuroinformatics ◽

10.3389/conf.fninf.2011.08.00160 ◽

2011 ◽

Vol 5 ◽

Author(s):

Moghim Negin

Keyword(s):

Support Vector Machines ◽

Epileptic Seizure ◽

Seizure Detection ◽

Support Vector ◽

Epileptic Seizure Detection ◽

Vector Machines

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Epileptic Seizure Detection for Multichannel EEG Signals with Support Vector Machines

2011 IEEE 11th International Conference on Bioinformatics and Bioengineering ◽

10.1109/bibe.2011.13 ◽

2011 ◽

Author(s):

Chia-Ping Shen ◽

Chih-Min Chan ◽

Feng-Sheng Lin ◽

Ming-Jang Chiu ◽

Jeng-Wei Lin ◽

...

Keyword(s):

Support Vector Machines ◽

Epileptic Seizure ◽

Seizure Detection ◽

Support Vector ◽

Eeg Signals ◽

Epileptic Seizure Detection ◽

Vector Machines ◽

Multichannel Eeg

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Epileptic Seizure Detection in EEG using Support Vector Machines and Statistical Analysis

Research Journal of Mathematics and Statistics ◽

10.19026/rjms.9.5066 ◽

2017 ◽

Vol 9 (2) ◽

pp. 26-33

Author(s):

Ahmad M. Sarhan

Keyword(s):

Statistical Analysis ◽

Support Vector Machines ◽

Epileptic Seizure ◽

Seizure Detection ◽

Support Vector ◽

Epileptic Seizure Detection ◽

Vector Machines

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ECG-based Biometric Authentication using Empirical Mode Decomposition and Support Vector Machines

2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) ◽

10.1109/iemcon.2019.8936174 ◽

2019 ◽

Author(s):

Sumair Aziz ◽

Muhammad Umar Khan ◽

Zainoor Ahmad Choudhry ◽

Afeefa Aymin ◽

Adil Usman

Keyword(s):

Support Vector Machines ◽

Empirical Mode Decomposition ◽

Support Vector ◽

Biometric Authentication ◽

Mode Decomposition ◽

Vector Machines

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Performance evaluation of empirical mode decomposition, discrete wavelet transform, and wavelet packed decomposition for automated epileptic seizure detection and prediction

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2017.07.022 ◽

2018 ◽

Vol 39 ◽

pp. 94-102 ◽

Author(s):

Emina Alickovic ◽

Jasmin Kevric ◽

Abdulhamit Subasi

Keyword(s):

Performance Evaluation ◽

Wavelet Transform ◽

Discrete Wavelet Transform ◽

Empirical Mode Decomposition ◽

Epileptic Seizure ◽

Seizure Detection ◽

Discrete Wavelet ◽

Epileptic Seizure Detection ◽

Mode Decomposition

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Epileptic Seizure Detection using Bidimensional Empirical Mode Decomposition and Distance Metric Learning on Scalogram

2020 7th International Conference on Signal Processing and Integrated Networks (SPIN) ◽

10.1109/spin48934.2020.9070962 ◽

2020 ◽

Author(s):

Poonam Sheoran ◽

Neeru Rathee ◽

J. S. Saini

Keyword(s):

Empirical Mode Decomposition ◽

Epileptic Seizure ◽

Metric Learning ◽

Seizure Detection ◽

Distance Metric Learning ◽

Distance Metric ◽

Epileptic Seizure Detection ◽

Mode Decomposition ◽

Bidimensional Empirical Mode Decomposition

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Forecasting Non-normal Demand by Support Vector Machines with Ensemble Empirical Mode Decomposition

INTERNATIONAL JOURNAL ON Advances in Information Sciences and Service Sciences ◽

10.4156/aiss.vol3.issue3.11 ◽

2011 ◽

Vol 3 (3) ◽

pp. 81-91

Author(s):

Yukun Bao ◽

Rui Zhang ◽

Tao Xiong ◽

Zhongyi Hu

Keyword(s):

Support Vector Machines ◽

Empirical Mode Decomposition ◽

Ensemble Empirical Mode Decomposition ◽

Support Vector ◽

Mode Decomposition ◽

Vector Machines

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