Statistical spectral feature extraction for classification of epileptic EEG signals

2010 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2010.5580709 ◽

2010 ◽

Cited By ~ 3

Author(s):

Seong-Hyeon Choe ◽

Yoon Gi Chung ◽

Sung-Phil Kim

Keyword(s):

Feature Extraction ◽

Spectral Feature ◽

Eeg Signals

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Combined feature extraction method for classification of EEG signals

Neural Computing and Applications ◽

10.1007/s00521-016-2230-y ◽

2016 ◽

Vol 28 (11) ◽

pp. 3153-3161 ◽

Cited By ~ 16

Author(s):

Yong Zhang ◽

Xiaomin Ji ◽

Bo Liu ◽

Dan Huang ◽

Fuding Xie ◽

...

Keyword(s):

Feature Extraction ◽

Extraction Method ◽

Eeg Signals ◽

Feature Extraction Method ◽

Combined Feature

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Performance Analysis of ApEn as a Feature Extraction Technique and Time Delay Neural Networks, Multi Layer Perceptron as Post Classifiers for the Classification of Epilepsy Risk Levels from EEG Signals

Advances in Intelligent Systems and Computing - Computational Intelligence, Cyber Security and Computational Models ◽

10.1007/978-981-10-0251-9_10 ◽

2015 ◽

pp. 89-97 ◽

Cited By ~ 3

Author(s):

Sunil Kumar Prabhakar ◽

Harikumar Rajaguru

Keyword(s):

Neural Networks ◽

Feature Extraction ◽

Time Delay ◽

Performance Analysis ◽

Extraction Technique ◽

Multi Layer Perceptron ◽

Eeg Signals ◽

Risk Levels ◽

Feature Extraction Technique

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Feature extraction using Pythagorean means for classification of epileptic EEG signals

International Journal of Biomedical Engineering and Technology ◽

10.1504/ijbet.2018.095205 ◽

2018 ◽

Vol 28 (3) ◽

pp. 243

Author(s):

P.P. Muhammed Shanir ◽

Sadaf Iqbal ◽

Yusuf U. Khan ◽

Omar Farooq

Keyword(s):

Feature Extraction ◽

Eeg Signals

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Feature extraction method for classification of alertness and drowsiness states EEG signals

Applied Acoustics ◽

10.1016/j.apacoust.2020.107224 ◽

2020 ◽

Vol 163 ◽

pp. 107224 ◽

Cited By ~ 7

Author(s):

Varun Bajaj ◽

Sachin Taran ◽

Smith K. Khare ◽

Abdulkadir Sengur

Keyword(s):

Feature Extraction ◽

Extraction Method ◽

Eeg Signals ◽

Feature Extraction Method

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Automated Classification of Epileptic EEG Signals Based on Multi-Feature Extraction

2018 IEEE 9th International Conference on Software Engineering and Service Science (ICSESS) ◽

10.1109/icsess.2018.8663773 ◽

2018 ◽

Author(s):

Bin Feng ◽

Jinchuang Zhao ◽

Wenli Fu

Keyword(s):

Feature Extraction ◽

Automated Classification ◽

Eeg Signals

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Classification of EEG Signals for Prediction of Seizure using Multi-Feature Extraction

2017 1st International Conference on Electronics, Materials Engineering and Nano-Technology (IEMENTech) ◽

10.1109/iementech.2017.8076992 ◽

2017 ◽

Cited By ~ 2

Author(s):

Tarak Das ◽

Arijit Ghosh ◽

Sayanti Guha ◽

Piyali Basak

Keyword(s):

Feature Extraction ◽

Eeg Signals

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A new approach for spectral feature extraction and for unsupervised classification of hyperspectral data based on the Gaussian mixture model

Remote Sensing Reviews ◽

10.1080/02757250109532431 ◽

2001 ◽

Vol 20 (2) ◽

pp. 123-167 ◽

Cited By ~ 6

Author(s):

A. Koltunov ◽

E. Ben‐Dor

Keyword(s):

Feature Extraction ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Spectral Feature ◽

Unsupervised Classification ◽

Gaussian Mixture ◽

Hyperspectral Data ◽

New Approach

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1D-local binary pattern based feature extraction for classification of epileptic EEG signals

Applied Mathematics and Computation ◽

10.1016/j.amc.2014.05.128 ◽

2014 ◽

Vol 243 ◽

pp. 209-219 ◽

Cited By ~ 85

Author(s):

Yılmaz Kaya ◽

Murat Uyar ◽

Ramazan Tekin ◽

Selçuk Yıldırım

Keyword(s):

Feature Extraction ◽

Local Binary Pattern ◽

Eeg Signals

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Feature Extraction and Classification of EEG Signals Using Wavelet Transform, SVM and Artificial Neural Networks for Brain Computer Interfaces

2009 International Joint Conference on Bioinformatics, Systems Biology and Intelligent Computing ◽

10.1109/ijcbs.2009.100 ◽

2009 ◽

Cited By ~ 17

Author(s):

Mohammad Reza Nazari Kousarrizi ◽

AbdolReza Asadi Ghanbari ◽

Mohammad Teshnehlab ◽

Mahdi Aliyari Shorehdeli ◽

Ali Gharaviri

Keyword(s):

Neural Networks ◽

Feature Extraction ◽

Artificial Neural Networks ◽

Wavelet Transform ◽

Brain Computer Interfaces ◽

Eeg Signals ◽

Computer Interfaces ◽

Artificial Neural

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The Classification of Wink-Based EEG Signals: An Evaluation of Different Transfer Learning Models for Feature Extraction

Lecture Notes in Electrical Engineering - Recent Trends in Mechatronics Towards Industry 4.0 ◽

10.1007/978-981-33-4597-3_6 ◽

2021 ◽

pp. 61-70

Author(s):

Jothi Letchumy Mahendra Kumar ◽

Mamunur Rashid ◽

Rabiu Muazu Musa ◽

Mohd Azraai Mohd Razman ◽

Norizam Sulaiman ◽

...

Keyword(s):

Feature Extraction ◽

Transfer Learning ◽

Learning Models ◽

Eeg Signals

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