Comparative analysis of biological networks using Markov chains and hidden Markov models

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Type: Journal Publication

Web: http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6105464&tag=1&url=http%3A%2F%2Fieeexplore.ieee.org%2Fstamp%2Fstamp.jsp%3Ftp%3D%26arnumber%3D6105464%26tag%3D1


Abstract: This study reviewed the application of Markov models to various comparative network analysis problems which provides a powerful means of gaining novel system-level understanding of diverse biological mechanisms within cells and the variegated functional roles of various cellular constituents and help to take advantage on the available biological data and knowledge encoded in the biological networks.


Cited as: Byung-Jun Yoon, Xiaoning Qian, Sayed Mohammad Ebrahim Sahraeian, "Comparative analysis of biological networks using Markov chains and hidden Markov models", IEEE Signal Processing Magazine, Special Issue on Genomic and Proteomic Signal Processing in Biomolecular Pathways, 29(1): 22--34, 2012.

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