Epileptic seizure detection in EEG signals using tunable-Q factor wavelet transform and bootstrap aggregating

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2016.09.008 ◽

2016 ◽

Vol 137 ◽

pp. 247-259 ◽

Cited By ~ 106

Author(s):

Ahnaf Rashik Hassan ◽

Siuly Siuly ◽

Yanchun Zhang

Keyword(s):

Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Q Factor ◽

Eeg Signals ◽

Epileptic Seizure Detection ◽

Bootstrap Aggregating

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Epileptic Seizure Detection Using Tunable Q-Factor Wavelet Transform and Machine Learning

Advances in Neuroergonomics and Cognitive Engineering - Lecture Notes in Networks and Systems ◽

10.1007/978-3-030-80285-1_10 ◽

2021 ◽

pp. 78-85

Author(s):

Ala Tokhmpash ◽

Sarah Hadipour ◽

Bahram Shafai

Keyword(s):

Machine Learning ◽

Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Q Factor ◽

Epileptic Seizure Detection

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Epileptic seizure detection in EEG signals using discriminative Stein kernel-based sparse representation

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2021.3137159 ◽

2021 ◽

pp. 1-1

Author(s):

Chang Lei ◽

Shuzhen Zheng ◽

Xuan Zhang ◽

Dixin Wang ◽

Hongtong Wu ◽

...

Keyword(s):

Sparse Representation ◽

Epileptic Seizure ◽

Seizure Detection ◽

Eeg Signals ◽

Epileptic Seizure Detection

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Realization of epileptic seizure detection in EEG signal using wavelet transform and SVM classifier

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

10.1109/cspc.2017.8305848 ◽

2017 ◽

Cited By ~ 2

Author(s):

D. Selvathi ◽

V. Krishna Meera

Keyword(s):

Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Svm Classifier ◽

Eeg Signal ◽

Epileptic Seizure Detection

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Epileptic seizure detection in EEG signals using sparse multiscale radial basis function networks and the Fisher vector approach

Knowledge-Based Systems ◽

10.1016/j.knosys.2018.10.029 ◽

2019 ◽

Vol 164 ◽

pp. 96-106 ◽

Cited By ~ 40

Author(s):

Yang Li ◽

Wei-Gang Cui ◽

Hui Huang ◽

Yu-Zhu Guo ◽

Ke Li ◽

...

Keyword(s):

Radial Basis Function ◽

Basis Function ◽

Epileptic Seizure ◽

Seizure Detection ◽

Radial Basis Function Networks ◽

Eeg Signals ◽

Epileptic Seizure Detection ◽

Fisher Vector ◽

Radial Basis ◽

Vector Approach

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Epileptic seizure detection from EEG signals using logistic model trees

Brain Informatics ◽

10.1007/s40708-015-0030-2 ◽

2016 ◽

Vol 3 (2) ◽

pp. 93-100 ◽

Cited By ~ 34

Author(s):

Enamul Kabir ◽

Siuly ◽

Yanchun Zhang

Keyword(s):

Epileptic Seizure ◽

Logistic Model ◽

Seizure Detection ◽

Eeg Signals ◽

Model Trees ◽

Epileptic Seizure Detection

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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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Epileptic seizure detection using convolutional neural networks and recurrence plots of EEG signals

Multimedia Tools and Applications ◽

10.1007/s11042-021-11608-2 ◽

2022 ◽

Author(s):

Sriya Ravi ◽

Shreenidhi S ◽

A. Shahina ◽

N. Ilakiyaselvan ◽

A. Nayeemulla Khan

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Epileptic Seizure ◽

Seizure Detection ◽

Recurrence Plots ◽

Eeg Signals ◽

Epileptic Seizure Detection

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Epileptic Seizure Detection Using Deep Recurrent Neural Networks in EEG Signals

Advances in Biomedical Engineering and Technology - Lecture Notes in Bioengineering ◽

10.1007/978-981-15-6329-4_17 ◽

2020 ◽

pp. 189-198

Author(s):

Archana Verma ◽

Rekh Ram Janghel

Keyword(s):

Neural Networks ◽

Epileptic Seizure ◽

Recurrent Neural Networks ◽

Seizure Detection ◽

Eeg Signals ◽

Epileptic Seizure Detection

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Identification of Suitable Basis Wavelet Function for Epileptic Seizure Detection Using EEG Signals

First International Conference on Sustainable Technologies for Computational Intelligence - Advances in Intelligent Systems and Computing ◽

10.1007/978-981-15-0029-9_48 ◽

2019 ◽

pp. 607-621 ◽

Cited By ~ 3

Author(s):

H. Anila Glory ◽

C. Vigneswaran ◽

V. S. Shankar Sriram

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Wavelet Function ◽

Eeg Signals ◽

Epileptic Seizure Detection ◽

Basis Wavelet

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Epileptic seizure detection in EEG signals using normalized IMFs in CEEMDAN domain and quadratic discriminant classifier

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2019.101833 ◽

2020 ◽

Vol 58 ◽

pp. 101833 ◽

Cited By ~ 2

Author(s):

Md. Faizul Bari ◽

Shaikh Anowarul Fattah

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Eeg Signals ◽

Epileptic Seizure Detection

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