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In extensive experiments we show that holographic embeddings are able to outperform state-of-the-art methods for link prediction in knowledge graphs and relational learning benchmark datasets.
Topics include methods for link analysis and network community detection, diffusion and information propagation on the web, virus outbreak detection in networks, and connections with work in the social sciences and economics.
As before, DHAC methods clearly outperform static clustering methods for link prediction on YMC data (Fig. 2).
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An appraisal of methods for linking environmental processes to specific microbial taxa.
They found that their methods for linking genetic variation to disease were inadequate.
In Swaziland, for example, ICAP is testing the best methods for linking people with HIV to ongoing care and helping them to stick with it.
Support from the Russell Sage Foundation has allowed us to develop new methods for linking historical data using rarely consulted types of historical evidence.
Methods for linked discrete variables where specification of value for one variable is linked to several other variables are also presented and illustrated.
I begin by giving background on the current state of the art regarding methods for linking genotype to phenotype, focusing specifically on molecular genetics and genome-wide association studies.
These advances in scientific understanding are driving the need to develop improved engineering methods for linking knowledge gained at different levels of scale in order to speed design and optimization of technological systems.
In silico methods for linking genomic space to chemical space have played a crucial role in genomics driven discovery of new natural products as well as biosynthesis of altered natural products by engineering of biosynthetic pathways.
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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