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"The SIPA team was innovative and pragmatic in deploying applying data analytics and artificial intelligence to map and predict conflict.
Participatory mapping, a technique useful for providing social data and predict conflict potential, is being used in an increasing number of terrestrial applications to inform planning, but has been little used in the marine realm.
In the final section, I reverse the models and test the ability of the Motivation Theory to predict conflict severity and the ability of the Feasibility Theory to predict conflict onset.
It has been shown that cognitive control can be triggered proactively by contextual cues that predict conflict.
He also served in Iraq from 2009 to 2010, where he built quantitative models to predict conflict, and received the Secretary of Defense's medal for the Global War on Terror and the Civilian Joint Service Commendation for his work there.
A quantitative test of ISS prediction on post-1945 conflict data (see Methods) indicated that ISS for agriculture vs. nomadic pastoralism made a significant contribution to predict conflict occurrence from a logistic regression model (containing ISS and two spatial eigenvectors as predictors; N = 500, χ2 = 157.5, p<0.0001; partial effect of ISS: t = 2.58, p = 0.01).
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They predict conflicts between Sunni and Shiite militias, or between secular and religious Shiite parties.
"Unfortunately, unless broad changes are made to the way environmental and water resources are governed, we predict conflicts over water for agriculture will increase significantly by the middle of the twenty-first century," Strzepek says.
The next step in the process is using that machine learning algorithm to help create a model that could help predict conflicts up to five minutes before they occur, using physiological and speech reading.
We have analyzed two of the primary forms of genomic conflicts, genomic imprinting (parental antagonism) and sexual antagonism, because they both predict conflict-driven, health-related deviations from optimal phenotypes for one or both of the parties involved, in the core fitness-related domains of parent offspring and male female interactions, respectively.
We hypothesized that the degree of midfrontal theta power would fluctuate over the course of the trial, depending on whether (i) the temporal cue predicted conflict, (ii) the trial subsequently contained a conflict target, and (iii) the prediction of the cue was valid.
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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