2.5k citations · 2.5k across the 8 of their papers we have counts for
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q-bio.MN2004★ 2.5k cited
ARACNE: An Algorithm for the Reconstruction of Gene Regulatory Networks in a Mammalian Cellular Context
Adam A. Margolin, Ilya Nemenman, Katia Basso +5
Background: Elucidating gene regulatory networks is crucial for understanding normal cell physiology and complex pathologic phenotypes. Existing computational methods for the genom…
q-bio.MN2004★ 6 cited
On The Reconstruction of Interaction Networks with Applications to Transcriptional Regulation
Adam A. Margolin, Ilya Nemenman, Chris Wiggins +2
A 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 la…