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This paper characterizes optimal stationary hierarchies based on an information processing model introduced by Radner.

Reverse engineer the transcriptional networks from RNA-seq data based on an information theoretic approach to identify hub genes that may regulate a large blanket of downstream genes.

A coordination strategy based on an information exchange through a local network is here proposed for improving the global control performance.

In this paper, we propose a method for screening out the important factors from a large set of potentially active variables, based on an information theoretical approach.

This paper describes an interesting complexity measure (based on an information theoretic minimum description length principle) which can be used to compare two such hierarchical decompositions.

Our approach is based on an information theory measure suitable to the intermittence of ad-hoc nodes and capable to detect network failures by inference.

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Based on an information-theoretic setting we present novel Monte Carlo sampling techniques to determine optimal temporal excitation profiles for such stochastic processes.

The FDAFS algorithm is based on an information-theoretic approach.

The clustering was done using a previously described approach that is based on an information-theoretic measure of pair-wise PWM similarity[15].

This algorithm is based on an information-theoretic approach that predicts potential functional associations among genes by identifying the statistical dependencies between their products [ 14].

This interpretation is in agreement with a previous proposition, based on an information-theoretic approach, according to which the ligand-contacting residues perform a dual role: a functional role in ligand recognition and a structural role as core residues [ 41].

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