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We will show that with the hierarchical modelling approach, we can reduce the error rate of the network on an expanded context of input.
The results show that the MCDM methods are consistent within themselves and in the context of input parameters (air pressure, shot size, peening duration) and output parameters (surface hardness, surface roughness).
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This experiment demonstrates that the good performance of the hierarchical model is due to its special structure; that is, the fact that it processes the long context of input in local portions and then combines the results in a hierarchical manner.
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This paper stresses some recently obtained results about homogeneity for differential inclusions and robustness with respect to perturbations in the context of input-to-state stability.
We investigated the effects of rhizosphere-earthworm-guano interactions on soil P dynamics in a mesocosm involving two species of native New Zealand earthworms (Megascolecidae Sp.1 and Maoridrilus transalpinus) and introduced Eisenia fetida, in the context of inputs from seabird guano and the ecological restoration of a unique coastal sandplain forest.
Limited diffusion within the broader context of input-output patterns leads to the second key point.
The lower network operates on a context of several input frames, which in our case will consist of nine consecutive feature vectors [27].
This paper introduces a new technique for constructing hash signatures by combining a number of traditional hashes whose boundaries are determined by the context of the input.
However, greater NRE has been considered a major target in the current context of Nitrogen input reduction, in order to maintain oilseed rape yield (Berry et al. 2010; Kessel and Becker 1999; Miro 2010).
Although it might be possible to reweight our input data, interpret them as empirical probability distributions, and construct affinity scores similar to Lin et al. (2013) or Setlur and Stone (2016), we instead constructed deterministic metrics, which have similar qualitative properties but have a more natural interpretation in the context of our input data.
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CEO of Professional Science Editing for Scientists @ prosciediting.com