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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.
Review
2012
Review
2012
A SURVEY OF DIMENSIONALITY REDUCTION AND CLASSIFICATION METHODS
N. Varghese
,
V. Verghese
,
N. Jaisankar
,
Tech Student
2012
Corpus ID: 18953885
Dimensionality Reduction is usually achieved on the feature space by adopting any one of the prescribed methods that fall under…
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2010
2010
Speech Independent Component Analysis
H. Wei
,
Xinling Shi
,
Jian Yang
,
Yuanyuan Pu
International Conference on Measuring Technology…
2010
Corpus ID: 16472470
Speech is assumed that its production come from some different sources. Based on the independent component analysis, we separate…
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2010
2010
Signal and noise separation in medical diagnostic system based on independent component analysis
Abdullah Khateeb Khan
,
T. Onoue
,
Kenji Hashiodani
,
Y. Fukumizu
,
Hironori Yamauchi
IEEE Asia Pacific Conference on Circuits and…
2010
Corpus ID: 33038865
The possibility to study graphic recording (PCG -Phonocardiography) of auscultator findings is a helpful diagnostic tool for the…
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2008
2008
Content Based Image Retrieval Using Independent Component Analysis
A. Khaparde
,
Zakira Farheen
,
S. Kumari
2008
Corpus ID: 14306328
Summary Content Based Image Retrieval (CBIR) has become one of the most active research areas in the past few years. Many…
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2005
2005
A first step toward understanding inter-domain routing dynamics
Kuai Xu
,
J. Chandrashekar
,
Zhi-Li Zhang
Annual ACM Workshop on Mining Network Data
2005
Corpus ID: 6072920
BGP updates are triggered by a variety of events such as link failures, resets, routers crashing, configuration changes, and so…
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Highly Cited
2005
Highly Cited
2005
Computer Vision for Biomedical Image Applications, First International Workshop, CVBIA 2005, Beijing, China, October 21, 2005, Proceedings
Yanxi Liu
,
Tianzi Jiang
,
Changshui Zhang
Computer Vision for Biomedical Image Applications
2005
Corpus ID: 12216067
2004
2004
Quadratic Independent Component Analysis
Fabian J Theis
,
Wakako Nakamura
2004
Corpus ID: 5854467
The transformation of a data set using a second-order polynomial mapping to find statistically independent components is…
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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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2003
2003
Teacher participation in facilitating beliefs and values in life orientation programmes: reflections on a research project
René Ferguson
,
C. Roux
2003
Corpus ID: 59455060
This article presents an analysis of a research project entitled Facilitating strategies of belief and value orientations in a…
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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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