Reconstructing directed gene regulatory network by only gene expression data

HIGHLIGHTS

  • who: Hong Kong and colleagues from the Department of Computer Science, City University of, Kowloon have published the Article: Reconstructing directed gene regulatory network by only gene expression data, in the Journal: (JOURNAL) of 18/08/2016
  • what: The authors propose Context Based Dependency Network (CBDN) a method that is able to infer networks with directions from expression data only. The authors show a directed data processing inequality (DDPI), a property of the influence function, which is used to remove transitive interactions in the partial correlation network. The authors evaluate the overall performance of CBDN . . .

     

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