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

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

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

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

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

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

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

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

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

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

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