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Our key intuition is that network coding introduces topology-dependent correlation in the observations at the receivers, which can be exploited to infer the topology.
For example, if the system has access to pieces of information such as 'a coffee machine is used for making coffee' and 'people generally like coffee', the repeated proximity of a human actor to the object 'coffee machine' can be exploited to infer the intention of the human actor to make coffee.
In this paper, we demonstrate how prior information about regulatory network connectivity can be exploited to infer condition-specific TF activity as a hidden variable from the genomewide mRNA expression pattern in the yeast Saccharomyces cerevisiae.
Our approach is based on a simple idea: since high (Malthusian) fitness implies many offspring, which in turn implies branching, the shape of the tree can be exploited to infer fitness (Dayarian and Shraiman, 2014).
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Quantifying the functional relatedness between two genes is not trivial; often existing information about gene function are exploited to infer functional relationships among genes.
Conflicts between this phylogeny and trees constructed from sequence alignments of phage proteins were exploited to infer 294 specific acts of intergenome gene transfer.
Results: Here we describe a new variant prioritization tool, OVA (ontology variant analysis), in which user-provided phenotypic information is exploited to infer deeper biological context.
The similarity of (9) to a Kullback-Leibler divergence can be exploited to estimate the statistical power for inferring selection at a given site.
Understanding the processes behind the creation of social connections allows to infer some model of network growth that can be exploited to predict the evolution of the system.
For each block, its DC value and DC values of the surrounding eight neighbor blocks are exploited to predict low frequency AC coefficients, which allow to infer spatial characteristics of a block before quantization stage in the encoding system.
Average linkage is exploited to join clusters.
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