Firefly Algorithm Based Feature Selection for EEG Signal Classification

2020 Medical Technologies Congress (TIPTEKNO) ◽

10.1109/tiptekno50054.2020.9299273 ◽

2020 ◽

Author(s):

Ebru Ergun ◽

Onder Aydemir

Keyword(s):

Feature Selection ◽

Firefly Algorithm ◽

Signal Classification ◽

Eeg Signal Classification ◽

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A novel machine learning based feature selection for motor imagery EEG signal classification in Internet of medical things environment

Future Generation Computer Systems ◽

10.1016/j.future.2019.01.048 ◽

2019 ◽

Vol 98 ◽

pp. 419-434 ◽

Author(s):

Rajdeep Chatterjee ◽

Tanmoy Maitra ◽

SK Hafizul Islam ◽

Mohammad Mehedi Hassan ◽

Atif Alamri ◽

...

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Motor Imagery ◽

Signal Classification ◽

Internet Of Medical Things ◽

Eeg Signal Classification ◽

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Orthogonal matching pursuit-based feature selection for motor-imagery EEG signal classification

International Journal of Computer Applications in Technology ◽

10.1504/ijcat.2020.10034806 ◽

2020 ◽

Vol 64 (4) ◽

pp. 403

Author(s):

Rajdeep Chatterjee ◽

Ankita Chatterjee

Keyword(s):

Feature Selection ◽

Motor Imagery ◽

Matching Pursuit ◽

Orthogonal Matching Pursuit ◽

Signal Classification ◽

Eeg Signal Classification ◽

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Orthogonal matching pursuit-based feature selection for motor-imagery EEG signal classification

International Journal of Computer Applications in Technology ◽

10.1504/ijcat.2020.112686 ◽

2020 ◽

Vol 64 (4) ◽

pp. 403

Author(s):

Rajdeep Chatterjee ◽

Ankita Chatterjee

Keyword(s):

Feature Selection ◽

Motor Imagery ◽

Matching Pursuit ◽

Orthogonal Matching Pursuit ◽

Signal Classification ◽

Eeg Signal Classification ◽

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Feature selection for neutral vector in EEG signal classification

Neurocomputing ◽

10.1016/j.neucom.2015.10.012 ◽

2016 ◽

Vol 174 ◽

pp. 937-945 ◽

Author(s):

Zhanyu Ma ◽

Zheng-Hua Tan ◽

Jun Guo

Keyword(s):

Feature Selection ◽

Signal Classification ◽

Neutral Vector ◽

Eeg Signal Classification ◽

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Immune clonal algorithm based feature selection for epileptic EEG signal classification

2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) ◽

10.1109/isspa.2012.6310672 ◽

2012 ◽

Author(s):

Yong Peng ◽

Bao-Liang Lu

Keyword(s):

Feature Selection ◽

Signal Classification ◽

Eeg Signal Classification ◽

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Feature selection by independent component analysis and mutual infornation maximization in EEG signal classification

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. ◽

10.1109/ijcnn.2005.1556405 ◽

2006 ◽

Author(s):

Tian Lan ◽

D. Erdogmus ◽

A. Adami ◽

M. Pavel

Keyword(s):

Feature Selection ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Signal Classification ◽

Eeg Signal Classification

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A novel effective feature selection algorithm based on S-PCA and wavelet transform features in EEG signal classification

2011 IEEE 3rd International Conference on Communication Software and Networks ◽

10.1109/iccsn.2011.6014686 ◽

2011 ◽

Author(s):

Saadat Nasehi ◽

Hossein Pourghassem

Keyword(s):

Feature Selection ◽

Wavelet Transform ◽

Signal Classification ◽

Selection Algorithm ◽

Feature Selection Algorithm ◽

Eeg Signal Classification

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Comparison of linear, nonlinear and feature selection methods for EEG signal classification

International Conference on Actual Problems of Electron Devices Engineering, 2004. APEDE 2004. ◽

10.1109/apede.2004.1393604 ◽

2005 ◽

Author(s):

A.S. Rodionov ◽

A.A. L'vov

Keyword(s):

Feature Selection ◽

Signal Classification ◽

Selection Methods ◽

Eeg Signal Classification

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Comparison of linear, nonlinear, and feature selection methods for eeg signal classification

IEEE Transactions on Neural Systems and Rehabilitation Engineering ◽

10.1109/tnsre.2003.814441 ◽

2003 ◽

Vol 11 (2) ◽

pp. 141-144 ◽

Author(s):

D. Garrett ◽

D.A. Peterson ◽

C.W. Anderson ◽

M.H. Thaut

Keyword(s):

Feature Selection ◽

Signal Classification ◽

Selection Methods ◽

Eeg Signal Classification

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Feature selection applied to wavelet packet transform for an efficient EEG signal classification

2018 International Conference on Electrical Sciences and Technologies in Maghreb (CISTEM) ◽

10.1109/cistem.2018.8613366 ◽

2018 ◽

Author(s):

M. A. Hadj-Youcef ◽

A. Bousbia-Salah ◽

M. Adnane

Keyword(s):

Feature Selection ◽

Wavelet Packet ◽

Wavelet Packet Transform ◽

Signal Classification ◽

Eeg Signal Classification

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