Information theoretic inference of direct gene regulation from time series data Conference Paper uri icon

abstract

  • This paper considers the problem of inferring the oriented connectivity of genetic regulatory networks based on the time series gene expression profiles produced by DNA microarrays. The inference algorithm is implemented based on the minimum description length (MDL) principle. Simulation results show that for synthetic networks the proposed algorithm achieves a good performance, while in the presence of realistic time series data it is capable of providing novel insight into the inner structure of various regulatory circuitries. ©2006 IEEE.

name of conference

  • 2006 IEEE International Workshop on Genomic Signal Processing and Statistics

published proceedings

  • 2006 IEEE International Workshop on Genomic Signal Processing and Statistics

author list (cited authors)

  • Zhao, W., Serpedin, E., & Dougherty, E

citation count

  • 0

complete list of authors

  • Zhao, Wentao||Serpedin, Erchin||Dougherty, Edward

publication date

  • May 2006

publisher