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ICA
2007
Springer

177views Signal Processing» more ICA 2007»

Compact Representations of Market Securities Using Smooth Component Extraction

13 years 9 months ago

Independent Component Analysis (ICA) is a statistical method for expressing an observed set of random vectors as a linear combination of statistically independent components. This...

Hariton Korizis, Nikolaos Mitianoudis, Anthony G. ...

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10

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ICASSP
2008
IEEE

163views Signal Processing» more ICASSP 2008»

On quantifying the effects of noncircularity on the complex fastica algorithm

13 years 11 months ago

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The complex fast independent component analysis (c-FastICA) algorithm is one of the most popular methods for solving the ICA problem with complex-valued data. In this study, we ex...

Mike Novey, Tülay Adali

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12

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IJON
2007

119views more IJON 2007»

Finite sample effects of the fast ICA algorithm

13 years 5 months ago

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Many algorithms for independent component analysis (ICA) and blind source separation (BSS) can be considered particular instances of a criterion based on the sum of two terms: C(Y...

Sergio Bermejo

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16

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IJON
2006

112views more IJON 2006»

Palmprint recognition using FastICA algorithm and radial basis probabilistic neural network

13 years 5 months ago

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This paper proposes a novel and successful method for recognizing palmprint based on radial basis probabilistic neural network (RBPNN) proposed by us. The RBPNN is trained by the ...

Li Shang, De-Shuang Huang, Ji-Xiang Du, Chun-Hou Z...

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17

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TSP
2008

164views more TSP 2008»

On Extending the Complex FastICA Algorithm to Noncircular Sources

13 years 4 months ago

Download www.csee.umbc.edu

Mike Novey, Tülay Adali

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