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The algorithm steps of the proposed DANP model for building an impact relation map (IRM) using DEMATEL technique and for finding influential weights by ANP technique are summarized in detail as follows.
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-How do you think the recent deaths of the white hunters will impact relations between the two communities?
The balance analysis is based on the information on the impact relations between the alternative developments of system elements.
Therefore, their work represents a holistic approach without a considering transitive business impact relations and negative side effects of the proposed response plans.
How will Rex Tillerson's history impact relations between the US and Venezuela now that he's leading the US State Department?
Textual descriptions of kinetic variables could also be used as an extension to our current abbreviation-centric method and therefore improve recall of Mutant-Impact relation extraction.
On the corpus of 13 documents on haloalkane dehalogenase, the authors report a recall of 34% and a precision of 86% for the mutation-impact relation extraction task.
Our approaches show state of the art levels of precision and recall for Mutation Grounding and respectable level of precision but lower recall for the task of Mutant-Impact relation extraction.
In the next section, Relation detection, we show how these similarity scores together with mutant-impact relation scores and impact scores are used to solve contradictions in the output annotations.
In order for an extracted mutant-impact relation to be considered correct all the parts have to be correct i.e. the protein property that is being impacted, the direction of the impact and the causal mutation.
To solve contradictions in the output annotations, e.g. when a mutant is said to have both negative and positive impact on a specific property the arithmetic mean of all scores gathered through the process are used, i.e. the mutant-impact relation score, the impact score and the similarity score between function mentions and Gene Ontology concepts.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com