Feature Extraction Using an Information Theoretic Framework

Robust feature extraction via information theoretic learning

Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 ◽

10.1145/1553374.1553526 ◽

2009 ◽

Cited By ~ 78

Author(s):

Xiao-Tong Yuan ◽

Bao-Gang Hu

Keyword(s):

Feature Extraction ◽

Information Theoretic ◽

Information Theoretic Learning ◽

Robust Feature Extraction

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Channel Extension Uniting Information Theoretic Feature Extraction Based Multiclass Common Spatial Pattern Used in BCI

Journal of Information and Computational Science ◽

10.12733/jics20104448 ◽

2014 ◽

Vol 11 (13) ◽

pp. 4595-4603

Author(s):

Qingguo Wei

Keyword(s):

Feature Extraction ◽

Spatial Pattern ◽

Common Spatial Pattern ◽

Information Theoretic

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Efficient information theoretic strategies for classifier combination, feature extraction and performance evaluation in improving false positives and false negatives for spam e-mail filtering

Neural Networks ◽

10.1016/j.neunet.2005.06.045 ◽

2005 ◽

Vol 18 (5-6) ◽

pp. 799-807 ◽

Cited By ~ 18

Author(s):

V. Zorkadis ◽

D.A. Karras ◽

M. Panayotou

Keyword(s):

Feature Extraction ◽

Performance Evaluation ◽

False Positives ◽

Classifier Combination ◽

False Negatives ◽

Information Theoretic ◽

Efficient Information ◽

And Performance ◽

E Mail

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A data driven Information theoretic feature extraction in EEG-based Motor Imagery BCI

2019 International Conference on Information and Communication Technology Convergence (ICTC) ◽

10.1109/ictc46691.2019.8939945 ◽

2019 ◽

Author(s):

Ji-Hack Lee ◽

Young-Seok Choi

Keyword(s):

Feature Extraction ◽

Motor Imagery ◽

Data Driven ◽

Information Theoretic

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Categorization of species based on their microRNAs employing sequence motifs, information-theoretic sequence feature extraction, and k-mers

EURASIP Journal on Advances in Signal Processing ◽

10.1186/s13634-017-0506-8 ◽

2017 ◽

Vol 2017 (1) ◽

Cited By ~ 8

Author(s):

Malik Yousef ◽

Dawit Nigatu ◽

Dalit Levy ◽

Jens Allmer ◽

Werner Henkel

Keyword(s):

Feature Extraction ◽

Sequence Motifs ◽

Sequence Feature ◽

Information Theoretic

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Linear Feature Extraction for Hyperspectral Images Based on Information Theoretic Learning

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2012.2219575 ◽

2013 ◽

Vol 10 (4) ◽

pp. 702-706 ◽

Cited By ~ 26

Author(s):

M. Kamandar ◽

H. Ghassemian

Keyword(s):

Feature Extraction ◽

Hyperspectral Images ◽

Information Theoretic ◽

Information Theoretic Learning ◽

Linear Feature ◽

Linear Feature Extraction

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Information Discriminant Analysis: Feature Extraction with an Information-Theoretic Objective

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2007.1156 ◽

2007 ◽

Vol 29 (8) ◽

pp. 1394-1407 ◽

Cited By ~ 70

Author(s):

Zoran Nenadic

Keyword(s):

Feature Extraction ◽

Discriminant Analysis ◽

Information Theoretic

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Information Theoretic Non-Linear Feature Extraction and Blind Source Separation

Perspectives in Neural Computing - Self-Organising Neural Networks ◽

10.1007/978-1-4471-0825-2_7 ◽

1999 ◽

pp. 165-200

Author(s):

Mark Girolami

Keyword(s):

Feature Extraction ◽

Blind Source Separation ◽

Source Separation ◽

Information Theoretic ◽

Linear Feature ◽

Linear Feature Extraction ◽

Non Linear

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An information-theoretic approach to feature extraction in competitive learning

Neurocomputing ◽

10.1016/j.neucom.2008.09.013 ◽

2009 ◽

Vol 72 (10-12) ◽

pp. 2693-2704 ◽

Cited By ~ 2

Author(s):

Ryotaro Kamimura

Keyword(s):

Feature Extraction ◽

Competitive Learning ◽

Theoretic Approach ◽

Information Theoretic ◽

Information Theoretic Approach

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Linear feature extraction for hyperspectral images using information theoretic learning

20th Iranian Conference on Electrical Engineering (ICEE2012) ◽

10.1109/iraniancee.2012.6292515 ◽

2012 ◽

Cited By ~ 1

Author(s):

Mehdi Kamnadar ◽

Hassan Ghassemian

Keyword(s):

Feature Extraction ◽

Hyperspectral Images ◽

Information Theoretic ◽

Information Theoretic Learning ◽

Linear Feature ◽

Linear Feature Extraction

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