Sequential Segmentation of EEG Signals for Epileptic Seizure Detection using Machine Learning

2014 International Conference on Medical Imaging, m-Health and Emerging Communication Systems (MedCom) ◽

Machine learning approach for epileptic seizure detection using wavelet analysis of EEG signals

10.1109/medcom.2014.7006043 ◽

2014 ◽

Cited By ~ 18

Author(s):

Abhishek Kumar ◽

Maheshkumar H. Kolekar

Keyword(s):

Machine Learning ◽

Wavelet Analysis ◽

Epileptic Seizure ◽

Seizure Detection ◽

Learning Approach ◽

Eeg Signals ◽

Machine Learning Approach

Proceedings of International Conference on Artificial Intelligence and Applications - Advances in Intelligent Systems and Computing ◽

Comparative Study on Machine Learning Classifiers for Epileptic Seizure Detection in Reference to EEG Signals

10.1007/978-981-15-4992-2_18 ◽

2020 ◽

pp. 185-194

Author(s):

Samriddhi Raut ◽

Neeru Rathee

Keyword(s):

Machine Learning ◽

Comparative Study ◽

Epileptic Seizure ◽

Seizure Detection ◽

Eeg Signals ◽

2021 6th International Conference on Communication and Electronics Systems (ICCES) ◽

A Study on EEG Signals for Epileptic Seizure Detection using Machine Learning Classifiers

10.1109/icces51350.2021.9488951 ◽

2021 ◽

Author(s):

T. Jhansi Rani ◽

D. Kavitha

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

Eeg Signals ◽

Machine learning-based EEG signals classification model for epileptic seizure detection

Multimedia Tools and Applications ◽

10.1007/s11042-021-10597-6 ◽

2021 ◽

Author(s):

Aayesha ◽

Muhammad Bilal Qureshi ◽

Muhammad Afzaal ◽

Muhammad Shuaib Qureshi ◽

Muhammad Fayaz

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

Classification Model ◽

Eeg Signals ◽

Performance Evaluation of Machine Learning Classifiers for Epileptic Seizure Detection

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v7i8.122129 ◽

2019 ◽

Vol 7 (8) ◽

pp. 122-129

Author(s):

Mirwais Farahi ◽

Doreswamy .

Keyword(s):

Machine Learning ◽

Performance Evaluation ◽

Epileptic Seizure ◽

Seizure Detection ◽

A review of epileptic seizure detection using machine learning classifiers

Brain Informatics ◽

10.1186/s40708-020-00105-1 ◽

2020 ◽

Vol 7 (1) ◽

Cited By ~ 10

Author(s):

Mohammad Khubeb Siddiqui ◽

Ruben Morales-Menendez ◽

Xiaodi Huang ◽

Nasir Hussain

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

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 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 ◽

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 ◽

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

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

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 ◽

Vector Machines