Semi-supervised feature extraction for EEG classification

Pattern Analysis and Applications ◽

10.1007/s10044-012-0298-2 ◽

2012 ◽

Vol 16 (2) ◽

pp. 213-222 ◽

Author(s):

Wenting Tu ◽

Shiliang Sun

Keyword(s):

Feature Extraction ◽

Eeg Classification ◽

Supervised Feature Extraction

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Semi-supervised feature extraction with local temporal regularization for EEG classification

The 2011 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2011.6033202 ◽

2011 ◽

Author(s):

Wenting Tu ◽

Shiliang Sun

Keyword(s):

Feature Extraction ◽

Eeg Classification ◽

Supervised Feature Extraction

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Augmenting the decomposition of EMG signals using supervised feature extraction techniques

2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/embc.2012.6346500 ◽

2012 ◽

Author(s):

H. Parsaei ◽

M. J. Gangeh ◽

D. W. Stashuk ◽

M. S. Kamel

Keyword(s):

Feature Extraction ◽

Extraction Techniques ◽

Supervised Feature Extraction

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Tensor Based Simultaneous Feature Extraction and Sample Weighting for EEG Classification

Lecture Notes in Computer Science - Neural Information Processing. Models and Applications ◽

10.1007/978-3-642-17534-3_4 ◽

2010 ◽

pp. 26-33 ◽

Author(s):

Yoshikazu Washizawa ◽

Hiroshi Higashi ◽

Tomasz Rutkowski ◽

Toshihisa Tanaka ◽

Andrzej Cichocki

Keyword(s):

Feature Extraction ◽

Eeg Classification ◽

Sample Weighting

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Multi-channel EEG Classification Based on Fast Convolutional Feature Extraction

Advances in Neural Networks - ISNN 2017 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-59081-3_62 ◽

2017 ◽

pp. 533-540 ◽

Author(s):

Qian Wang ◽

Yongjun Hu ◽

He Chen

Keyword(s):

Feature Extraction ◽

Eeg Classification

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A novel supervised feature extraction algorithm: enhanced within-class linear discriminant analysis

International Journal of Computational Science and Engineering ◽

10.1504/ijcse.2016.077729 ◽

2016 ◽

Vol 13 (1) ◽

pp. 13

Author(s):

Di Zhang ◽

Yun Zhao ◽

Minghui Du

Keyword(s):

Feature Extraction ◽

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Linear Discriminant ◽

Feature Extraction Algorithm ◽

Extraction Algorithm ◽

Supervised Feature Extraction

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Regularized generalized eigen-decomposition with applications to sparse supervised feature extraction and sparse discriminant analysis

Pattern Recognition ◽

10.1016/j.patcog.2015.07.008 ◽

2016 ◽

Vol 49 ◽

pp. 43-54 ◽

Author(s):

Xixuan Han ◽

Line Clemmensen

Keyword(s):

Feature Extraction ◽

Discriminant Analysis ◽

Supervised Feature Extraction ◽

Eigen Decomposition

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Automatic feature extraction using genetic programming: An application to epileptic EEG classification

Expert Systems with Applications ◽

10.1016/j.eswa.2011.02.118 ◽

2011 ◽

Vol 38 (8) ◽

pp. 10425-10436 ◽

Author(s):

Ling Guo ◽

Daniel Rivero ◽

Julián Dorado ◽

Cristian R. Munteanu ◽

Alejandro Pazos

Keyword(s):

Feature Extraction ◽

Genetic Programming ◽

Eeg Classification ◽

Automatic Feature Extraction

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Machine learning based EEG classification by diagnosis: Approach to EEG morphological feature extraction

10.1063/1.5130828 ◽

2019 ◽

Author(s):

A. V. Misiukas Misiūnas ◽

T. Meškauskas ◽

R. Samaitienė

Keyword(s):

Machine Learning ◽

Feature Extraction ◽

Morphological Feature ◽

Eeg Classification ◽

Diagnosis Approach

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Supervised Feature Extraction Based on Information Fusion of Local Structure and Diversity Information

ACTA AUTOMATICA SINICA ◽

10.3724/sp.j.1004.2010.01107 ◽

2010 ◽

Vol 36 (8) ◽

pp. 1107-1114 ◽

Author(s):

Quan-Xue GAO ◽

De-Yan XIE ◽

Hui XU ◽

Yuan-Zheng LI ◽

Xi-Quan GAO

Keyword(s):

Feature Extraction ◽

Information Fusion ◽

Local Structure ◽

Supervised Feature Extraction

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A novel supervised feature extraction algorithm: enhanced within-class linear discriminant analysis

International Journal of Computational Science and Engineering ◽

10.1504/ijcse.2016.10000005 ◽

2016 ◽

Vol 13 (1) ◽

pp. 13 ◽

Author(s):

Yun Zhao ◽

Di Zhang ◽

Minghui Du

Keyword(s):

Feature Extraction ◽

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Linear Discriminant ◽

Feature Extraction Algorithm ◽

Extraction Algorithm ◽

Supervised Feature Extraction

Download Full-text