IEEE - Institute of Electrical and Electronics Engineers, Inc. - Identifying periodicity of microarray gene expression profiles by autoregressive modeling and spectral estimation

2010 International Conference on Machine Learning and Cybernetics (ICMLC)

Author(s): Tsz-Yan Tang ; Hong Yan
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2010
Conference Location: Qingdao, China, China
Conference Date: 11 July 2010
Volume: 6
Page(s): 3,062 - 3,066
ISBN (CD): 978-1-4244-6525-5
ISBN (Electronic): 978-1-4244-6527-9
ISBN (Paper): 978-1-4244-6526-2
DOI: 10.1109/ICMLC.2010.5580747
Regular:

We proposed an effective algorithm to analyze the periodicity of noisy microarray time series data. Each DNA microarray chip produces thousands of gene expressions. The data have a high level of... View More

Advertisement