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We considered a recently proposed relevance feedback approach based on Genetic Programming [53].
This method has been used to calculate a proposed relevance ratio (RR) index, which indicated the relative weight of renewable energy and sustainability topics for energy studies in Aalto University's energy degree programme.
Furthermore, double mutant mice showed a remarkable recovery of skin and immunological alterations, which is consistent with the proposed relevance of NF-κB activity in tissue homeostasis maintenance.
In contrast, blockade of NMDA receptors with MK-801 does not attenuate EAE symptoms (Matute, 2010), a finding that calls into question the proposed relevance of NMDA receptors in demyelinating diseases (Bakiri et al., 2009).
The proposed relevance score is defined in order to highlight those genes that manifest expression changes between the two considered conditions C1 and C2 in a significant number of samples of the considered data set.
The fact that our proposed model-based relevance measure outperforms other approaches that use the GSEA encoding and performs slightly worse than Spearman's correlation with a fold-change encoding, suggests that the proposed relevance measure itself is sensible, but the current GSEA encoding may be suboptimal.
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In short, the proposed relevance-based partial reliability in wireless sensor networks can significantly reduce energy consumption in WSN, which may directly benefit a lot of monitoring and control applications, as for example in industrial and mission-critical environments.
At last, auxiliary packets will never be recovered if corrupted during transmission, following the formulations expressed by (2) and (3). Figure 2 presents the general schema for the proposed relevance-based partial reliability approach.
These activity levels were designed to reflect the observed level of activity in the present study and do not necessarily reflect levels of pharmacological relevance, but within the range of proposed ecological relevance [ 84].
Schlicker et al. [ 19] proposed a relevance method based on Lin's method: (4) sim Relevance (t i, t j ) = sim Lin (t i, t j ) × (1 − e − IC m s (t i, t j ) ), where simLin is Lin's similarity method to compare GO terms t i and t j and e is the mathematical constant.
Kohavi proposed the relevance of features instead of maximizing accuracy of an algorithm.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com