High Accuracy Epileptic Seizure Detection System Based on Wearable Devices Using Support Vector Machine Classifier

Mapping Intimacies ◽

10.1109/icm52667.2021.9664898 ◽

2021 ◽

Author(s):

Mohamed Fawzy ◽

Hassan Mostafa

Keyword(s):

Support Vector Machine ◽

Epileptic Seizure ◽

Support Vector Machine Classifier ◽

Detection System ◽

Seizure Detection ◽

Wearable Devices ◽

High Accuracy ◽

Support Vector ◽

Epileptic Seizure Detection

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Hardware Accelerated Epileptic Seizure Detection System Using Support Vector Machine

2019 8th International Conference on Modern Circuits and Systems Technologies (MOCAST) ◽

10.1109/mocast.2019.8741951 ◽

2019 ◽

Author(s):

Yahia Elhazek ◽

Ahmed Ibrahim ◽

Mostafa Amer ◽

Ahmed Abubakr ◽

Hassan Mostafa

Keyword(s):

Support Vector Machine ◽

Epileptic Seizure ◽

Detection System ◽

Seizure Detection ◽

Support Vector ◽

Epileptic Seizure Detection

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A nonlinear feature based epileptic seizure detection using least square support vector machine classifier

TENCON 2015 - 2015 IEEE Region 10 Conference ◽

10.1109/tencon.2015.7373164 ◽

2015 ◽

Author(s):

Maheshkumar H. Kolekar ◽

Deba Prasad Dash

Keyword(s):

Support Vector Machine ◽

Epileptic Seizure ◽

Support Vector Machine Classifier ◽

Seizure Detection ◽

Least Square ◽

Support Vector ◽

Epileptic Seizure Detection ◽

Feature Based ◽

Nonlinear Feature

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Very large scale integration implementation of seizure detection system with on‐chip support vector machine classifier

IET Circuits Devices & Systems ◽

10.1049/cds2.12077 ◽

2021 ◽

Author(s):

Shalini Shanmugam ◽

Selvathi Dharmar

Keyword(s):

Support Vector Machine ◽

Large Scale ◽

Support Vector Machine Classifier ◽

Detection System ◽

Seizure Detection ◽

Very Large Scale Integration ◽

Support Vector ◽

Large Scale Integration ◽

On Chip ◽

Scale Integration

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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 using wavelet transform based sample entropy and support vector machine

2012 IEEE International Conference on Information and Automation ◽

10.1109/icinfa.2012.6246920 ◽

2012 ◽

Author(s):

Ling Han ◽

Hong Wang ◽

Cong Liu ◽

Chunsheng Li

Keyword(s):

Support Vector Machine ◽

Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Sample Entropy ◽

Support Vector ◽

Epileptic Seizure Detection

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Epileptic seizure detection using DWT-based approximate entropy, Shannon entropy and support vector machine: a case study

Journal of Medical Engineering & Technology ◽

10.1080/03091902.2017.1394389 ◽

2017 ◽

Vol 42 (1) ◽

pp. 1-8 ◽

Author(s):

A. Sharmila ◽

Suman Aman Raj ◽

Pandey Shashank ◽

P. Mahalakshmi

Keyword(s):

Support Vector Machine ◽

Shannon Entropy ◽

Epileptic Seizure ◽

Approximate Entropy ◽

Seizure Detection ◽

Support Vector ◽

Epileptic Seizure Detection

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EEG-based epileptic seizure detection using GPLV model and multi support vector machine

Journal of Information and Optimization Sciences ◽

10.1080/02522667.2020.1715564 ◽

2020 ◽

Vol 41 (1) ◽

pp. 143-161 ◽

Author(s):

Ruchi Sharma ◽

Khyati Chopra

Keyword(s):

Support Vector Machine ◽

Epileptic Seizure ◽

Seizure Detection ◽

Support Vector ◽

Epileptic Seizure Detection

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FPGA implementation of Epileptic Seizure detection based on DWT, PCA and Support Vector Machine

2020 Second International Conference on Embedded & Distributed Systems (EDiS) ◽

10.1109/edis49545.2020.9296466 ◽

2020 ◽

Author(s):

Karim Meddah ◽

Hadjer Zairi ◽

Besma Bessekri ◽

Hachemi Cherrih ◽

Malika Kedir-Talha

Keyword(s):

Support Vector Machine ◽

Epileptic Seizure ◽

Seizure Detection ◽

Fpga Implementation ◽

Support Vector ◽

Epileptic Seizure Detection

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Epileptic seizure detection using discrete wavelet transform based support vector machine

2017 International Conference on Communication and Signal Processing (ICCSP) ◽

10.1109/iccsp.2017.8286736 ◽

2017 ◽

Author(s):

Prashant Deshmukh ◽

Rahul Ingle ◽

Vikram Kehri ◽

R. N. Awale

Keyword(s):

Support Vector Machine ◽

Wavelet Transform ◽

Discrete Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Support Vector ◽

Discrete Wavelet ◽

Epileptic Seizure Detection

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A tunable support vector machine assembly classifier for epileptic seizure detection

Expert Systems with Applications ◽

10.1016/j.eswa.2011.08.088 ◽

2012 ◽

Vol 39 (4) ◽

pp. 3925-3938 ◽

Author(s):

Y. Tang ◽

D.M. Durand

Keyword(s):

Support Vector Machine ◽

Epileptic Seizure ◽

Seizure Detection ◽

Support Vector ◽

Epileptic Seizure Detection ◽

Machine Assembly

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