Surface EEG based epileptic seizure detection using wavelet based features and dynamic mode decomposition power along with KNN classifier

Mode Decomposition ◽

Knn Classifier ◽

Surface Eeg

Dynamic Mode Decomposition Based Epileptic Seizure Detection from Scalp EEG

IEEE Access ◽

10.1109/access.2018.2853125 ◽

2018 ◽

Vol 6 ◽

pp. 38683-38692 ◽

Cited By ~ 15

Author(s):

Muhammad Sohaib J. Solaija ◽

Sajid Saleem ◽

Khawar Khurshid ◽

Syed Ali Hassan ◽

Awais Mehmood Kamboh

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Dynamic Mode Decomposition ◽

Dynamic Mode ◽

Scalp Eeg ◽

Lecture Notes in Electrical Engineering - Proceedings of the Sixth International Conference on Green and Human Information Technology ◽

Epileptic Seizure Detection Using Empirical Mode Decomposition Based Fuzzy Entropy and Support Vector Machine

10.1007/978-981-13-0311-1_20 ◽

2018 ◽

pp. 109-118 ◽

Cited By ~ 1

Author(s):

Deepti Tripathi ◽

Navneet Agrawal

Keyword(s):

Support Vector Machine ◽

Epileptic Seizure ◽

Seizure Detection ◽

Fuzzy Entropy ◽

Support Vector ◽

Performance evaluation of empirical mode decomposition, discrete wavelet transform, and wavelet packed decomposition for automated epileptic seizure detection and prediction

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2017.07.022 ◽

2018 ◽

Vol 39 ◽

pp. 94-102 ◽

Cited By ~ 114

Author(s):

Emina Alickovic ◽

Jasmin Kevric ◽

Abdulhamit Subasi

Keyword(s):

Performance Evaluation ◽

Wavelet Transform ◽

Discrete Wavelet Transform ◽

Epileptic Seizure ◽

Seizure Detection ◽

Discrete Wavelet ◽

2020 7th International Conference on Signal Processing and Integrated Networks (SPIN) ◽

Epileptic Seizure Detection using Bidimensional Empirical Mode Decomposition and Distance Metric Learning on Scalogram

10.1109/spin48934.2020.9070962 ◽

2020 ◽

Author(s):

Poonam Sheoran ◽

Neeru Rathee ◽

J. S. Saini

Keyword(s):

Epileptic Seizure ◽

Metric Learning ◽

Seizure Detection ◽

Distance Metric Learning ◽

Distance Metric ◽

Bidimensional Empirical Mode Decomposition

Mode Decomposition ◽

Automatic Seizure Detection Using Multi-Resolution Dynamic Mode Decomposition

IEEE Access ◽

10.1109/access.2019.2915609 ◽

2019 ◽

Vol 7 ◽

pp. 61180-61194 ◽

Cited By ~ 4

Author(s):

Muhammad Bilal ◽

Muhammad Rizwan ◽

Sajid Saleem ◽

Muhammad Murtaza Khan ◽

Mohammed Saeed Alkatheir ◽

...

Keyword(s):

Seizure Detection ◽

Dynamic Mode Decomposition ◽

Dynamic Mode ◽

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

Classification of Focal and Non-focal EEG Signal for Epileptic Seizure Detection with Entropy Features Using KNN Classifier

10.1007/978-981-15-9774-9_22 ◽

2021 ◽

pp. 229-239

Author(s):

N. Samreen Fatima ◽

M. K. Mariam Bee ◽

Abhishek Bhattacharya ◽

Soumi Dutta

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Eeg Signal ◽

Knn Classifier

2020 IEEE International Conference on Design & Test of Integrated Micro & Nano-Systems (DTS) ◽

Epileptic seizure detection using Multivariate Empirical Mode Decomposition and Support Vector Machines

10.1109/dts48731.2020.9196156 ◽

2020 ◽

Author(s):

Chahira Mahjoub ◽

Sahbi Chaibi ◽

Fatma Krikid ◽

Anca Nica ◽

Regine Le Bouquin Jeannes ◽

...

Keyword(s):

Support Vector Machines ◽

Epileptic Seizure ◽

Seizure Detection ◽

Support Vector ◽

Multivariate Empirical Mode Decomposition ◽

Mode Decomposition ◽

Vector Machines

Epileptic seizure detection using novel Multilayer LSTM Discriminant Network and dynamic mode Koopman decomposition

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.102723 ◽

2021 ◽

Vol 68 ◽

pp. 102723

Author(s):

N. Venkata Saichand ◽

Gopiya Naik. S

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Dynamic Mode ◽

Epileptic Seizure Detection

2018 IEEE 14th International Colloquium on Signal Processing & Its Applications (CSPA) ◽

Automatic epileptic seizure detection based on empirical mode decomposition and deep neural network

10.1109/cspa.2018.8368709 ◽

2018 ◽

Cited By ~ 15

Author(s):

Hisham G. Daoud ◽

Ahmed M. Abdelhameed ◽

Magdy Bayoumi

Keyword(s):

Neural Network ◽

Epileptic Seizure ◽

Deep Neural Network ◽

Seizure Detection ◽

EEG epileptic seizure detection using k-means clustering and marginal spectrum based on ensemble empirical mode decomposition

13th IEEE International Conference on BioInformatics and BioEngineering ◽

10.1109/bibe.2013.6701528 ◽

2013 ◽

Cited By ~ 13

Author(s):

Paschalis A. Bizopoulos ◽

Dimitrios G. Tsalikakis ◽

Alexandros T. Tzallas ◽

Dimitrios D. Koutsouris ◽

Dimitrios I. Fotiadis

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Ensemble Empirical Mode Decomposition ◽

Mode Decomposition ◽

Marginal Spectrum