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(a) Overlapping biclusters (overlapping rate =5%% (well separated), 15%% (fairly separated) and 25%% (poorly separated)).
Second, we use the Latent Bernoulli Mixture (LBM) model [ 1] to generate binary matrices (mixtures) by considering: (a ) Overlapping biclusters (overlapping rate =5%% (well separated), 15%% (fairly separated) and 25%% (poorly separated)).
If (theta ) is small and the overlap coefficient is small, it means that the two topics are fairly separated in the network.
The theorem suggests that MIS would work well for networks that are fairly separated among different topics, which are verified by our test results on the Arnetminer dataset.
In addition to earlier works, the presented work emphasizes the need to bridge the observed gap between conceptual, empirical, and model-based research and to consider mutual stimuli between these interlinked but currently fairly separated and independent research fields.
In colon cancer, although the survival curves for E2F4 iRAS >0 group and iRAS <0 groups are fairly separated, the statistical difference is only moderately significant (P = 0.04).
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"The very healthful part of the relationship is that we're doing well, and they allow us to work in a fairly separate manner.
That's not a huge surprise, because researchers had already suspected that Eastern and Western Neanderthals were fairly separate groups by the time modern humans came along.
They've been very creative, but these days you tend to either be a well-established employee with a really good company, and then they invest a lot in you and that's a very good career, or you have a job that ends up being commoditized and you're fairly separate from the super firms and you're more likely to see some form of wage stagnation.
We can see that Arnetminer network has fairly separate topics on both nodes and edges, while Flixter network have significant topic overlaps.
We consider the "correctness" and "usefulness" of a model two fairly separate issues.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com