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Experiment 1 

In this experiment, our learning algorithm is applied to learn the gene sub network of S. Cerevisiae genome, comprised by 7 genes and 10 edges which are involved in metabolic in response to starvation and extra cellular amino acid, as shown in the Figure. The regulation relationships are verified by the Yeast Proteome Database (YPD) and Saccharomyces Genome Database (SGD). The sub network contains 8 genes and 12 edges. 

 

 

  1. Original sub network
  2. sub network learnt by K2 
  3. sub network learnt by REVEAL  
  4. sub network learnt by k-DBN  
  5. sub network learnt by TDNL

 

 

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Last modified: 01/29/04