Instead, they are leveraging the framework to make their messaging service, which previously didn't allow searching, sorting or any other basic organization techniques, into a much more useful feature.
In mSVDD, we leverage the probabilistic framework with kernel-based method, where the model comprises two quantities: log likelihood to control the fit of data to the model (i.e., empirical error) and regularization quantizer to control the generalization capacity of the model (i.e., general error).
However, these approaches are CPU or GPU-based, and do not attempt to leverage the MapReduce framework.
One key contribution to researchers in the life sciences is the Geneious public application programming interface (API) that affords the ability to leverage the existing framework of the Geneious Basic software platform for virtually unlimited extension and customization.
As far as we know, this work is the first published algorithm that leverages the MapReduce framework for the validation of temporal logic properties on large event traces.
Leveraging the Express framework you can build RESTful JSON API's and deploy for world-wide availability in minutes with Microsoft Azure.
The informativeness metric satisfies properties of both a compactness metric and a stability metric, since it leverages the ANOVA framework to detect the number of clusters that minimizes within-cluster variance but equally requires these profiles to be consistent across the samples collected.
Cloud-based platforms have evolved from desktop-based Esri software and leverage the open-source framework, social coding, and collaboration to provide researchers new opportunities to combine complex multisource big data with newly created virtual forums (e.g., Google Earth Engine and social modeling platforms).
Our AG approach and AGF software were developed with specific objectives in mind, including: Leverage computational models at the framework level as abstract elements, such that a game implementation may leverage models that are relevant to a particular scenario.
