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19982026
most citedARACNE: An Algorithm for the Reconstruction of Gene Regulatory Networks in a Mammalian Cellular Context

2.5k citations · 4.7k across the 86 of their papers we have counts for

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Showing 2002Show all

2 papers · 1 filter

physics.data-an2002★ 54 cited

Inference of entropies of discrete random variables with unknown cardinalities

Ilya Nemenman

We examine the recently introduced NSB estimator of entropies of severely undersampled discrete variables and devise a procedure for calculating the involved integrals. We discover…

physics.bio-ph2002

Process Pathway Inference via Time Series Analysis

Chris Wiggins, Ilya Nemenman

Motivated by recent experimental developments in functional genomics, we construct and test a numerical technique for inferring it process pathways, in which one process calls anot…