nonlinear ica | Sciweavers

NIPS
2003

133views Information Technology» more NIPS 2003»

ICA-based Clustering of Genes from Microarray Expression Data

14 years 27 days ago

We propose an unsupervised methodology using independent component analysis (ICA) to cluster genes from DNA microarray data. Based on an ICA mixture model of genomic expression pa...

Su-In Lee, Serafim Batzoglou

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ICML
2007
IEEE

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Nonlinear independent component analysis with minimal nonlinear distortion

15 years 10 days ago

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Nonlinear ICA may not result in nonlinear blind source separation, since solutions to nonlinear ICA are highly non-unique. In practice, the nonlinearity in the data generation pro...

Kun Zhang, Laiwan Chan

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