An Automated Method for Epileptic Seizure Detection Using Support Vector Machine

Emerging Technologies in Data Mining and Information Security - Lecture Notes in Networks and Systems ◽

10.1007/978-981-15-9774-9_89 ◽

2021 ◽

pp. 973-980

Author(s):

P. Sai Ankith ◽

M. K. Mariam Bee

Keyword(s):

Support Vector Machine ◽

Epileptic Seizure ◽

Seizure Detection ◽

Support Vector ◽

Epileptic Seizure Detection ◽

Automated Method

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

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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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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Epileptic seizure detection by combining robust-principal component analysis and least square-support vector machine

International Journal of Imaging Systems and Technology ◽

10.1002/ima.22240 ◽

2017 ◽

Vol 27 (4) ◽

pp. 368-375 ◽

Author(s):

Shanen Chen ◽

Xi Zhang ◽

Zhixian Yang

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Epileptic Seizure ◽

Principal Component ◽

Seizure Detection ◽

Component Analysis ◽

Least Square ◽

Support Vector ◽

Robust Principal Component Analysis ◽

Epileptic Seizure Detection

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Epileptic Seizure Detection and Classification using Support Vector Machine from Scalp EEG Signal

2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT) ◽

10.1109/icasert.2019.8934478 ◽

2019 ◽

Author(s):

Sania Zahan ◽

Md. Rabiul Islam

Keyword(s):

Support Vector Machine ◽

Epileptic Seizure ◽

Seizure Detection ◽

Support Vector ◽

Epileptic Seizure Detection ◽

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