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This methodology is studied numerically for a model constructed from real data.
Finally, we report computational experiments on instances constructed from real data, that show the efficiency of the proposed approach and we study the addition of constraints linking the uncertainty in consecutive time periods.
In this paper we use this approach to study the large scale transcriptional regulatory network (TRN) of an organism in which both the network and the Boolean functions have been constructed from real data.
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Synthetic data constructed from real microarray data can be used to assess a marker identification methodology, with class labels, markers, and interaction models handpicked and treated as ground truth.
The goal is to generate trees whose shape is similar to that of evolutionary trees constructed from real biological data and, thereby, to better understand the processes that lead to the patterns found in those trees.
Plasmodes constructed from real datasets have the advantage of real data in that they can be, by definition, realistic in terms of marginal distributions, covariance structures, presence of outliers, and patterns of dropout.
Real Rolexes are constructed from real metal and crystal and thus have some heft to them.
As indicated by a linear relationship in the log-log plot, the rank-based networks constructed from the real data exhibit a power-law degree distribution for all the d values considered.
This paper proposes a new Bayesian approach to construct bow tie diagrams from real data and improve them by adding a new numerical that enables us to implement the appropriate preventive and protective barriers in a dynamic manner.
In the past few years, new, larger scale experiments have made it possible to construct statistical mechanics models of biological systems directly from real data.
The partial chaotic signal is constructed by a Lorenz chaotic signal and a low-frequency signal extracted from real data.
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