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Independent component analysis
Known as:
Independent components analysis
, TICA
, Component analysis
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In signal processing, independent component analysis (ICA) is a computational method for separating a multivariate signal into additive subcomponents…
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Related topics
Related topics
48 relations
Artificial neuron
Blind deconvolution
Blind equalization
Blind signal separation
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Broader (1)
Signal processing
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2013
Highly Cited
2013
Coherency identification in interconnected power system - an independent component analysis approach
M. Ariff
,
B. Pal
IEEE Power & Energy Society General Meeting
2013
Corpus ID: 23602594
Summary form only given. This paper presents a novel approach to the coherency identification technique in interconnected power…
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2010
2010
Polarization Demultiplexing by Independent Component Analysis
Xiaobo Xie
,
F. Yaman
,
Xiang Zhou
,
Guifang Li
IEEE Photonics Technology Letters
2010
Corpus ID: 18244280
Independent component analysis has been applied to polarization demultiplexing for coherent optical fiber communications…
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Highly Cited
2007
Highly Cited
2007
A fast algorithm for one-unit ICA-R
Qiuhua Lin
,
Yong-Rui Zheng
,
F. Yin
,
Hualou Liang
,
V. Calhoun
Information Sciences
2007
Corpus ID: 18276937
2005
2005
Robust independent component analysis
S. Baloch
,
H. Krim
,
M. Genton
IEEE/SP 13th Workshop on Statistical Signal…
2005
Corpus ID: 32709084
Independent component analysis (ICA) attempts to separate independent components present in the mixture signals. Several criteria…
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Highly Cited
2004
Highly Cited
2004
ARTICLE IN PRESS Image and Vision Computing xx (2005) 1–9 www.elsevier.com/locate/imavis
2004
Corpus ID: 2301540
Highly Cited
2004
Highly Cited
2004
A geometric algorithm for overcomplete linear ICA
Fabian J Theis
,
E. Lang
,
C. Puntonet
Neurocomputing
2004
Corpus ID: 2998138
Highly Cited
2004
Highly Cited
2004
Improved support vector classification using PCA and ICA feature space modification
J. Fortuna
,
D. Capson
Pattern Recognition
2004
Corpus ID: 26661914
Review
2003
Review
2003
Mathematics in independent component analysis
Fabian J Theis
Seventh International Symposium on Signal…
2003
Corpus ID: 5480742
This paper intends to give an overview of the author's PhD thesis entitled 'mathematics in independent component analysis', which…
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Review
2002
Review
2002
INDEPENDENT COMPONENT ANALYSIS: A SURVEY
Yang Zhu
2002
Corpus ID: 124326873
The principle and applications of the Independent Component Analysis (ICA) are surveyed. Firstly, the background and the…
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Highly Cited
1997
Highly Cited
1997
Independent Component Analysis by Minimization of Mutual Information Independent Component Analysis by Minimization of Mutual Information Independent Component Analysis by Minimization of Mutual…
Aapo Hyvrinen
1997
Corpus ID: 14166380
Independent component analysis (ICA) is a statistical method for transforming an observed multidimensional random vector into…
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