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In both the semi-supervised and transfer learning algorithms, integration of labeled and "auxiliary" data is accomplished by exploiting the relationships between documents and words encoded in the bipartite graph model.
Jacques is a neuroscientist and exercise scientist keenly interested in elucidating and exploiting the relationships between physical performance, mental performance, and personal transformation.
Because the system knows the structure and intent of the information, it can be used to make complex queries that enable advanced searching through the data and aggregating various data items by exploiting the relationships between them.
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Then, by exploiting the relationship between the minimum mean square error (MMSE) and the achievable rate, we develop a new algorithm to address the sum rate maximization problem.
Zheng et al. [10] provide an algorithm for sparse signal recovery based on exploiting the relationship between the noise subspace and an overcomplete basis matrix representation.
Differing from existing ETF method, the proposed ETF is derived directly by exploiting the relationship between the equivalent closed-loop transfer function and the inverse of open-loop transfer function.
Compared to previous approaches, SFA can discover a robust representation for cross-domain data by fully exploiting the relationship between DS and DI tags (workflow motifs) via simultaneously co-clustering them in a common latent space [32].
The design and performance of a semi-preparative asymmetrical flow field-flow fractionation (SP-AF4) channel are investigated with the objective of better understanding and exploiting the relationship between channel dimensions, sample loading, and resolution.
Practical purifications of hydrophilic fragments and lead/drug-like molecules are reviewed, focussing particularly on the rational use of C-18 reverse phase flash chromatography by exploiting the relationship between retention time and distribution coefficients.
Exploiting the relationship between the Nehari manifold and fibering maps (i.e., maps of the form t ↦J λ (t u), where J λ is the Euler function associated with the equation), they gave an interesting explanation of the well-known bifurcation result.
The results clearly illustrate the power of our approach in exploiting the relationship between motifs as well as conservation to improve the recognition of TF targets.
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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