Exact(1)
In particular, Class Switching, as a mechanism to produce training perturbed sets, has been proved to perform well in slightly imbalanced scenarios.
Similar(59)
A suitable distance to compare geometric descriptors of different random closed sets has been proven to be the (mathcal{N} -distance (see [5, 17]).
Once the success of Modular Buildings sets had been proven with these first two sets, for the third set, Green Grocer, the designer was allowed to include interior details in each of the floors.
This setting has been proven to be the best, confirmed with cross validation on the training data.
We consider nPCR as a reliable test that can be used as a reference method for the following reasons: (i) the efficiency of the nPCR has been previously shown to work well in outbreak investigations [ 22- 24], and (ii) the nPCR primer set has been proven recently in an international collaborative study [ 25], adding further confidence to the specificity of the reference test used.
Recent adoption of natriuretic peptide testing as an aid to the diagnosis of heart failure in the acute setting has been proven to enhance diagnostic accuracy and appropriateness in clinical management and improve clinical outcomes (Maisel 2003; Mueller et al. 2004; Moe et al. 2007).
Although these algorithms are simple and implementable in a distributed setting, it has been proved that there are cases where a bandwidth utilization of 100% is not possible.
Now, fuzzy set theory has been proved to be an excellent tool and one of the most successful approaches to the issue of how to understand and manipulate imperfect knowledge.
A base is a set, say B, such that every relation with domain B extends a function with domain B. The compatibility of all these forms of choice with constructive set theory has been proved by Aczel by extending his interpretation of CZF in Martin-Löf type theory (Aczel 1982).
To simulate human ischemic stroke, with 80% of which being thrombotic or embolic occurring in the territory of the middle cerebral artery (MCA), the intraluminal middle cerebral artery occlusion (MCAO) model has been set up and has been proved to be valuable in the field.
That z n converges to the set of correlated equilibria has been proved in many works, such as[24, 28, 34].
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