Symplectic Principal Component Analysis: A Noise Reduction Method for Continuous Chaotic Systems

Advances in Noise Analysis, Mitigation and Control ◽

10.5772/64410 ◽

2016 ◽

Author(s):

Min Lei ◽

Guang Meng

Keyword(s):

Principal Component Analysis ◽

Noise Reduction ◽

Chaotic Systems ◽

Reduction Method ◽

Principal Component ◽

Component Analysis

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Noise Reduction Method Based on Principal Component Analysis With Beta Process for Micro-Doppler Radar Signatures

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2015.2451004 ◽

2015 ◽

Vol 8 (8) ◽

pp. 4028-4040 ◽

Cited By ~ 15

Author(s):

Lan Du ◽

Baoshuai Wang ◽

Penghui Wang ◽

Yanyan Ma ◽

Hongwei Liu

Keyword(s):

Principal Component Analysis ◽

Noise Reduction ◽

Reduction Method ◽

Doppler Radar ◽

Principal Component ◽

Component Analysis ◽

Beta Process ◽

Radar Signatures

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Truncated Robust Principal Component Analysis and Noise Reduction for Single Cell RNA-seq Data

Bioinformatics Research and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-319-94968-0_32 ◽

2018 ◽

pp. 335-346

Author(s):

Krzysztof Gogolewski ◽

Maciej Sykulski ◽

Neo Christopher Chung ◽

Anna Gambin

Keyword(s):

Principal Component Analysis ◽

Noise Reduction ◽

Single Cell ◽

Principal Component ◽

Component Analysis ◽

Rna Seq ◽

Robust Principal Component Analysis

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An artifact reduction method of the penumbral images by using kernel principal component analysis

The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems ◽

10.1109/scis-isis.2012.6505367 ◽

2012 ◽

Author(s):

Shinya Nozaki ◽

Atsushi Kinjo ◽

Shinsuke Fujioka

Keyword(s):

Principal Component Analysis ◽

Reduction Method ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Artifact Reduction

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Noise reduction of gas chromatography/mass spectrometry data using principal component analysis

Analytical Chemistry ◽

10.1021/ac00004a011 ◽

1991 ◽

Vol 63 (4) ◽

pp. 357-360 ◽

Cited By ~ 57

Author(s):

Terrence A. Lee ◽

Lisa M. Headley ◽

James K. Hardy

Keyword(s):

Mass Spectrometry ◽

Principal Component Analysis ◽

Gas Chromatography ◽

Noise Reduction ◽

Principal Component ◽

Component Analysis ◽

Mass Spectrometry Data ◽

Gas Chromatography Mass Spectrometry ◽

Chromatography Mass Spectrometry

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Noise Reduction in Solid-State NMR Spectra Using Principal Component Analysis

The Journal of Physical Chemistry A ◽

10.1021/acs.jpca.9b04437 ◽

2019 ◽

Vol 123 (47) ◽

pp. 10333-10338 ◽

Cited By ~ 1

Author(s):

Yasunari Kusaka ◽

Takeshi Hasegawa ◽

Hironori Kaji

Keyword(s):

Principal Component Analysis ◽

Solid State ◽

Noise Reduction ◽

Solid State Nmr ◽

Nmr Spectra ◽

Principal Component ◽

Component Analysis

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Noise reduction in remote sensing imagery using data masking and principal component analysis

10.1117/12.411533 ◽

2000 ◽

Cited By ~ 2

Author(s):

Brian R. Corner ◽

Ram M. Narayanan ◽

Stephen E. Reichenbach

Keyword(s):

Remote Sensing ◽

Principal Component Analysis ◽

Noise Reduction ◽

Principal Component ◽

Component Analysis ◽

Remote Sensing Imagery ◽

Data Masking ◽

Using Data

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Speckle noise reduction of multi-frame optical coherence tomography data using multi-linear principal component analysis

Optics Express ◽

10.1364/oe.26.011804 ◽

2018 ◽

Vol 26 (9) ◽

pp. 11804 ◽

Cited By ~ 11

Author(s):

Hongli Lv ◽

Shujun Fu ◽

Caiming Zhang ◽

Lin Zhai

Keyword(s):

Principal Component Analysis ◽

Optical Coherence Tomography ◽

Noise Reduction ◽

Principal Component ◽

Speckle Noise ◽

Component Analysis ◽

Optical Coherence ◽

Speckle Noise Reduction ◽

Tomography Data

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A fault feature reduction method based on rough set attribute reduction and principal component analysis

2016 35th Chinese Control Conference (CCC) ◽

10.1109/chicc.2016.7554399 ◽

2016 ◽

Cited By ~ 1

Author(s):

Qiang Huang ◽

Jian Wang ◽

Haixia Su ◽

Lu Yang ◽

Zhaoping Ding ◽

...

Keyword(s):

Principal Component Analysis ◽

Rough Set ◽

Reduction Method ◽

Attribute Reduction ◽

Principal Component ◽

Component Analysis ◽

Feature Reduction

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Improved Clustering for Intrusion Detection by Principal Component Analysis with Effective Noise Reduction

Lecture Notes in Computer Science - Information and Communicatiaon Technology ◽

10.1007/978-3-642-36818-9_55 ◽

2013 ◽

pp. 490-495 ◽

Cited By ~ 5

Author(s):

Lu Zhao ◽

Ho-Seok Kang ◽

Sung-Ryul Kim

Keyword(s):

Principal Component Analysis ◽

Intrusion Detection ◽

Noise Reduction ◽

Principal Component ◽

Component Analysis

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Truncated Robust Principal Component Analysis and Noise Reduction for Single Cell RNA Sequencing Data

Journal of Computational Biology ◽

10.1089/cmb.2018.0255 ◽

2019 ◽

Vol 26 (8) ◽

pp. 782-793 ◽

Cited By ~ 1

Author(s):

Krzysztof Gogolewski ◽

Maciej Sykulski ◽

Neo Christopher Chung ◽

Anna Gambin

Keyword(s):

Principal Component Analysis ◽

Noise Reduction ◽

Single Cell ◽

Rna Sequencing ◽

Principal Component ◽

Component Analysis ◽

Sequencing Data ◽

Robust Principal Component Analysis ◽

Single Cell Rna Sequencing

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