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With the pre-trained speaker models, the segments are grouped into two speaker streams by searching for the optimal hypothesis based on the speaker characteristics.
The algorithm of sequential recognition is obtained on the basis of the recursive recognition approach presented in [14] applied to accomplishing the different hypotheses in order to identify an optimal hypothesis before the algorithm converges.
In the optimal hypothesis, Xiphosura are recovered in a group including Scorpiones, Pseudoscorpiones and Opiliones.
Our conclusion is that the LARS procedure, implementing the lasso, can select hypotheses from a prespecified set, identifying the optimal hypothesis that offers the greatest consistency with the data.
It is important to develop a methodologically well-structured framework for biomonitoring activities that are able to support future optimal hypothesis testing of relationships between chemical exposure profiles and health effects.
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And the monitors are deployed in wireless sensor networks and they employ an optimal sequence hypothesis test to detect the jamming condition [22].
The optimal defense hypothesis attempts to explain how the kinds of defenses a particular plant might use reflect the threats each individual plant faces.
The optimal defense hypothesis predicts that plants will allocate more energy towards defense when the benefits of protection outweigh the costs, specifically in situations where there is high herbivore pressure.
The "optimal heterozygosity" hypothesis follows from models suggesting that expressing more MHC molecules during thymic selection has negative effects on the development of the T cell repertoire [ 13].
The advantage is that now this can be done with a minimal complexity approach —that is, adding as little complexity as possible in order to further increase the model accuracy—, while keeping the optimal growth hypothesis as the main driving force of our FBA model.
It is generally admitted that plant tissues are more valuable, and herbivory more impactful, at the early stages of development [ 10], and thus that young plant tissues (e.g. seedlings and saplings for herbaceous plants, young expanding leaves for trees) should be more protected than older ones [ 11], as predicted by the optimal defense hypothesis [ 12, 13].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com