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Empirical studies on several commonly used regression benchmark problems show that the proposed approach leads to compact networks that generate competitive results compared with the ELM algorithm.
Results show that tiny and sparse networks – characterized by a high Betweenness centrality and a high Average path length – achieved more citations per document than dense and compact networks – described by a high Clustering coefficient and a high Average degree.
That is because laser radiation can change initial alignment and distribution of MWCNTs followed by the formation of compact networks of MWCNTs, wherein MWCNTs are spaced at smaller spacing.
A key contribution of this work is the derivation of more compact networks with higher TPRs.
The capacity of our method to infer compact networks makes it particularly suitable to expert interpretation and future experimental validations.
We found that ScanBMA produced more compact networks with a greater proportion of true positives than the competing methods.
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The water-solubles are especially effective for window boxes and patio tubs where the compact network of roots often needs a nutrient boost.
A matching matrix is introduced as a compact network representation to perform such shifts.
And the empirical study shows that CS-ELM leads to a compact network structure automatically.
As a result, rearrangement of the polymer chains and subsequent expansion result in finer and more compact network.
Problem insights are employed to develop compact network representations in the form of lean superstructures for each step.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com