A nonlinear discriminant algorithm for feature extraction and data classification

C. Santa Cruz; J.R. Dorronsoro

doi:10.1109/72.728388

A nonlinear discriminant algorithm for feature extraction and data classification

IEEE Transactions on Neural Networks ◽

10.1109/72.728388 ◽

1998 ◽

Vol 9 (6) ◽

pp. 1370-1376 ◽

Cited By ~ 18

Author(s):

C. Santa Cruz ◽

J.R. Dorronsoro

Keyword(s):

Feature Extraction ◽

Data Classification

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Tensorial Independent Component Analysis-Based Feature Extraction for Polarimetric SAR Data Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2014.2360943 ◽

2015 ◽

Vol 53 (5) ◽

pp. 2481-2495 ◽

Cited By ~ 41

Author(s):

Mingliang Tao ◽

Feng Zhou ◽

Yan Liu ◽

Zijing Zhang

Keyword(s):

Feature Extraction ◽

Independent Component Analysis ◽

Data Classification ◽

Component Analysis ◽

Independent Component ◽

Polarimetric Sar ◽

Sar Data

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Hyperspectral data classification using nonparametric weighted feature extraction

IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2002.1026138 ◽

2003 ◽

Cited By ~ 6

Author(s):

Bor-Chen Kuo ◽

D.A. Landgrebe

Keyword(s):

Feature Extraction ◽

Data Classification ◽

Hyperspectral Data

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Feature extraction for multisource data classification with artificial neural networks

International Journal of Remote Sensing ◽

10.1080/014311697218728 ◽

1997 ◽

Vol 18 (4) ◽

pp. 727-740 ◽

Cited By ~ 78

Author(s):

J. A. Benediktsson ◽

J. R. Sveinsson

Keyword(s):

Neural Networks ◽

Feature Extraction ◽

Artificial Neural Networks ◽

Data Classification ◽

Artificial Neural

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Rigorous 3-dimensional spectral data activity relationship approach modeling strategy for ToxCast estrogen receptor data classification, validation, and feature extraction

Environmental Toxicology and Chemistry ◽

10.1002/etc.3578 ◽

2016 ◽

Vol 36 (3) ◽

pp. 823-830 ◽

Cited By ~ 3

Author(s):

Svetoslav H. Slavov ◽

Richard D. Beger

Keyword(s):

Estrogen Receptor ◽

Feature Extraction ◽

Spectral Data ◽

Data Classification ◽

Activity Relationship ◽

3 Dimensional ◽

Modeling Strategy

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A two-stage feature extraction for hyperspectral image data classification

IEEE International IEEE International IEEE International Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 ◽

10.1109/igarss.2004.1368633 ◽

2004 ◽

Cited By ~ 1

Author(s):

Guey-Shya Chen ◽

Li-Wei Ko ◽

Bor-Chen Kuo ◽

Shu-Chuan Shih

Keyword(s):

Feature Extraction ◽

Hyperspectral Image ◽

Image Data ◽

Data Classification ◽

Two Stage ◽

Hyperspectral Image Data ◽

Image Data Classification

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Feature Extraction Using Apparent Power and Real Power for Smart Home Data Classification

2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) ◽

10.1109/icmla.2018.00209 ◽

2018 ◽

Cited By ~ 1

Author(s):

Vishali Vadakattu ◽

Shan Suthaharan

Keyword(s):

Feature Extraction ◽

Smart Home ◽

Data Classification ◽

Real Power

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Wavelet-Based Feature Extraction for Microarray Data Classification

The 2006 IEEE International Joint Conference on Neural Network Proceedings ◽

10.1109/ijcnn.2006.247208 ◽

2006 ◽

Cited By ~ 2

Author(s):

Shutao Li ◽

Chen Liao ◽

J.T. Kwok

Keyword(s):

Feature Extraction ◽

Microarray Data ◽

Data Classification

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Performance Analysis of Feature Extraction Techniques for Medical Data Classification

Advances in Power Systems and Energy Management - Lecture Notes in Electrical Engineering ◽

10.1007/978-981-15-7504-4_37 ◽

2021 ◽

pp. 387-401

Author(s):

Soham Chakraborty ◽

Himansu Das

Keyword(s):

Feature Extraction ◽

Performance Analysis ◽

Data Classification ◽

Medical Data ◽

Extraction Techniques ◽

Medical Data Classification

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Regularized covariance estimators for hyperspectral data classification and its application to feature extraction

IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2002.1027232 ◽

2003 ◽

Author(s):

Bor-Chen Kuo ◽

D.A. Landgrebe

Keyword(s):

Feature Extraction ◽

Data Classification ◽

Hyperspectral Data

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A novel feature extraction approach based on ensemble feature selection and modified discriminant independent component analysis for microarray data classification

Journal of Applied Biomedicine ◽

10.1016/j.bbe.2016.05.001 ◽

2016 ◽

Vol 36 (3) ◽

pp. 521-529 ◽

Cited By ~ 23

Author(s):

Maryam Mollaee ◽

Mohammad Hossein Moattar

Keyword(s):

Feature Extraction ◽

Feature Selection ◽

Independent Component Analysis ◽

Microarray Data ◽

Data Classification ◽

Component Analysis ◽

Independent Component

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