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29 March 2024
 
  » arxiv » q-bio.MN/0410036

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On The Reconstruction of Interaction Networks with Applications to Transcriptional Regulation
Adam A. Margolin ; Ilya Nemenman ; Chris Wiggins ; Gustavo Stolovitzky ; Andrea Califano ;
Date 28 Oct 2004
Subject Molecular Networks; Genomics; Quantitative Methods | q-bio.MN q-bio.GN q-bio.QM
AbstractA novel information-theoretic method for reconstruction of interaction networks is introduced. We prove that the method is exact for some class of networks. Performance tests on large synthetic transcriptional regulatory networks produce very encouraging results.
Source arXiv, q-bio.MN/0410036
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