Generalized Stockwell transform and SVD-based epileptic seizure detection in EEG using random forest

Epileptic Seizure Detection Based on Stockwell Transform and Bidirectional Long Short-Term Memory

IEEE Transactions on Neural Systems and Rehabilitation Engineering ◽

10.1109/tnsre.2020.2966290 ◽

2020 ◽

Vol 28 (3) ◽

pp. 573-580 ◽

Cited By ~ 1

Author(s):

Minxing Geng ◽

Weidong Zhou ◽

Guoyang Liu ◽

Chaosong Li ◽

Yanli Zhang

Keyword(s):

Epileptic Seizure ◽

Short Term Memory ◽

Seizure Detection ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory ◽

IoT and cloud computing based automatic epileptic seizure detection using HOS features based random forest classification

Journal of Ambient Intelligence and Humanized Computing ◽

10.1007/s12652-019-01613-7 ◽

2019 ◽

Cited By ~ 3

Author(s):

Kuldeep Singh ◽

Jyoteesh Malhotra

Keyword(s):

Cloud Computing ◽

Random Forest ◽

Epileptic Seizure ◽

Seizure Detection ◽

Random Forest Classification ◽

Forest Classification

2018 Fourth International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN) ◽

Epileptic Seizure Detection Employing Cross-Hyperbolic Stockwell Transform

10.1109/icrcicn.2018.8718687 ◽

2018 ◽

Author(s):

Niladri Ray Choudhury ◽

Sayanjit Singha Roy ◽

Aruneet Pal ◽

Soumya Chatterjee ◽

Rohit Bose

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Stockwell transform for epileptic seizure detection from EEG signals

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2017.05.008 ◽

2017 ◽

Vol 38 ◽

pp. 108-118 ◽

Cited By ~ 22

Author(s):

Hashem Kalbkhani ◽

Mahrokh G. Shayesteh

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Eeg Signals ◽

Automated epileptic seizure detection using improved correlation-based feature selection with random forest classifier

Neurocomputing ◽

10.1016/j.neucom.2017.02.053 ◽

2017 ◽

Vol 241 ◽

pp. 204-214 ◽

Cited By ~ 75

Author(s):

Md Mursalin ◽

Yuan Zhang ◽

Yuehui Chen ◽

Nitesh V Chawla

Keyword(s):

Feature Selection ◽

Random Forest ◽

Epileptic Seizure ◽

Seizure Detection ◽

Random Forest Classifier ◽

Correlation Based Feature Selection

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 ◽

Machine Learning Classifiers ◽

Learning Classifiers

Epileptic Seizure Detection in EEG via Fusion of Multi-View Attention-Gated U-Net Deep Neural Networks

2020 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) ◽

10.1109/spmb50085.2020.9353630 ◽

2020 ◽

Author(s):

C. Chatzichristos ◽

J. Dan ◽

A. Mundanad Narayanan ◽

N. Seeuws ◽

K. Vandecasteele ◽

...

Keyword(s):

Neural Networks ◽

Epileptic Seizure ◽

Deep Neural Networks ◽

Seizure Detection ◽

Epileptic Seizure Detection

2020 IEEE 22nd International Conference on High Performance Computing and Communications; IEEE 18th International Conference on Smart City; IEEE 6th International Conference on Data Science and Systems (HPCC/SmartCity/DSS) ◽

Temporal Analysis for Epileptic Seizure Detection by Using Data Mining Approach

10.1109/hpcc-smartcity-dss50907.2020.00175 ◽

2020 ◽

Author(s):

Francesca Pafferi ◽

Gaetano Zazzaro ◽

Angelo Martone ◽

Paolo Bifulco ◽

Luigi Pavone

Keyword(s):

Data Mining ◽

Epileptic Seizure ◽

Temporal Analysis ◽

Seizure Detection ◽

Data Mining Approach ◽

Using Data

2020 IEEE 5th International Conference on Computing Communication and Automation (ICCCA) ◽

Development of a Wearable 3-Risk Factor Accumulated Epileptic Seizure Detection System with IoT Based Warning Alarm

10.1109/iccca49541.2020.9250757 ◽

2020 ◽

Author(s):

Shams Nafisa Ali ◽

Md. Jahin Alam

Keyword(s):

Risk Factor ◽

Epileptic Seizure ◽

Detection System ◽

Seizure Detection ◽

Epileptic 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 ◽

Machine Learning Classifiers ◽

Learning Classifiers