IEEE - Institute of Electrical and Electronics Engineers, Inc. - Latent Variable and nICA Modeling of Pathway Gene Module Composite

Conference Proceedings. Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Author(s): T. Gong ; Y. Zhu ; J. Xuan ; H. Li ; R. Clarke ; E.P. Hoffman ; Y. Wang
Sponsor(s): IEEE EMB
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2006
Conference Location: New York, NY, USA
Conference Date: 30 August 2006
Page(s): 5,872 - 5,875
ISBN (CD): 1-4244-003303
ISBN (Paper): 1-4244-0032-5
ISSN (Paper): 1557-170X
DOI: 10.1109/IEMBS.2006.260697
Regular:

In this paper, we report a new gene clustering approach, non-negative independent component analysis (nICA), for microarray data analysis. Due to positive nature of molecular expressions, nICA... View More

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