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HumanNet is a probabilistic functional gene network constructed using naive Bayesian method to weigh different types of data evidence collected in humans, yeast and worms in accordance with their functionality in Homo-sapiens.
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Interestingly, two different types of data provided evidence that the response to pea leafminer in A. thaliana is more similar to that induced by pathogens than by insects, supporting our hypothesis that plant response patterns are closely related to the damage pattern of attackers.
Since TF knock-out data suggest functional relations, while ChIP-chip binding data provide physical interactions, the intersection of these two types of data shows strong evidence about transcriptional relations between TF and target genes.
Our attempt was to create a database which would take advantage of a multidisciplinary approach linking different types of data and supporting the evidence for involvement of candidate loci into the mammary gland development, milk production traits and resistance or susceptibility to mastitis.
This type of data-based evidence was certainly key in the case of Shazib and Junead Khan, who in May of this year were jailed for 13 years and life, respectively.
Since the initial publication, there has been a huge increase in the amount and types of data available for use as supporting evidence for gene structures, and over the years WormBase has developed tools and methodologies to deal with this new data.
Triangulation is the process of "corroborating evidence from different individuals, types of data and methods of data (i.e. documents and interviews) to support a theme"[ 13].
That data is a very different types of data set.
Different types of data need to be treated differently.
The report categorises different types of data: "collected data" is gathered through cookies, whether the user allows it or not.
Because of data's nature, some types of data answer certain types of questions better than others.
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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