IEEE - Institute of Electrical and Electronics Engineers, Inc. - Inferring gene regulatory networks from expression data with prior knowledge by linear programming

2010 International Conference on Machine Learning and Cybernetics (ICMLC)

Author(s): Zhi-Ping Liu ; Xiang-Sun Zhang ; Luonan Chen
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): 3,067 - 3,072
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.2010.5580748
Regular:

Inferring gene regulatory networks from gene expression data is an important task in biological studies. In this work, we proposed an optimization model to infer regulatory relations among the... View More

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