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Those looking to explain France's current issues with Islamist extremism, in the aftermath of the Charlie Hebdo massacre and the Paris attacks of last year, will not find clear answers here, but they will find context.
Here we find context sensitivities and heuristic resources difficult to capture in terms of a context- and content-neutral logic of science such as the logical empiricists espoused.
Thus, unsupervised learning provides context-aware applications with the ability to find context patterns in cues as abstraction from raw sensor data i.e.e
So Fusion Tables, and the inevitable flood of other tools, will help us not only learn to measure the right things, we'll find context, community and meaning in our numbers.
We find context dependent ER cis-regulatory elements (cistromes) that give insight into underlying transcriptional networks.
However, the method that we used can be considered a limitation of this study as it allowed us to find context factors at a micro-level, but not at other levels.
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It is hard to find contexts, though, in which the determinacy condition is satisfied.
Now, we present the algorithms to find contexts for query refinements.
Therefore, in order to find a context to satisfy the lower approximation of a concept C, only those minimal satisfying C are needed, since all their supersets will also satisfy C. Analogously, in order to find contexts satisfying the upper approximation of C, only the maximal ones satisfying C will suffice.
We have shown that SPICi can be effectively run on hundreds of large human context-specific networks in order to find context-specific modules.
In the process of context-mining, two consistency statistics conditioning and crosstalk are used to find context-motifs, and a permutation test is applied to check their statistical significance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com