Sentence examples similar to driven inference from inspiring English sources

We have used different data-driven inference methods, and applied them to both in silico (to reverse engineer a benchmark network with known topology) and real data (to integrate links missing in the PKN that improve the fit of the model to the data in the liver cancer cell line HepG2).

The decision tree is designed to drive the inference engine to explore the route of selection procedure of modeling.

The force of induction, the force that drives the inference, is thus not an objective feature of the world, but a subjective power; the mind's capacity to form inductive habits.

First, the interpretations of relevant fMRI studies were largely driven by reverse inference, i.e., identifying psychological processes from mere topography of brain activity (Poldrack 2006).

However, our method had the advantage of properly adjusting for multiple testing while integrating data from two experiments, and was driven by biological inference.

Feature selection algorithms enable extracting the most informative feature sets to be included in the data-driven inference engine (or classifier).

In this work, we study the effect of this particular problem on the pure, data-driven inference of gene regulatory networks.

The data-driven inference of intracellular networks is one of the key challenges of computational and systems biology.

In this article we attempt to combine the strengths of literature-based and data-driven inference methods.

If specific neurobehavioral domains are targeted for assessment, their selection should be guided by hypothesis-driven inference.

This is one of the reasons why it is fundamental to integrate the information derived from data-driven inference methods with the prior knowledge obtained from other resources.