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The experimentation using real time datasets illustrates the efficacy of the proposed algorithm.
However while statistical modeling of vast, real time datasets is becoming ingrained across healthcare and emergency response, the support infrastructure needed to put these initiatives to work at ground level is lagging behind, experts believe.
Table 1 Main characteristics of the generative models of online discussion threads: the features, whether the predicted thread is a tree-like structure, whether threads grow in discrete or continuous time, and the datasets and structural properties used for the parameter estimation and the validation of the model Model Ref. Features Structure Time Datasets Str.
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We will test CNNs trained in three different ways: on an object recognition task (Imagenet), on an action recognition task (Moments in Time dataset), and on a social interaction detection task (Moments in Time dataset).
The Moments in Time dataset is one of the projects related to AI algorithms that is funded by the lab.
We ran PedPhase for all families, using single families of 20 half-sibs at a time (dataset C).
As conducted by a previous study, 13 we formed a discrete time dataset for computational efficiency, where follow-up time was segmented into seven day increments.
In this study, we designed a composite resequencing-based GWAS (CR-GWAS) strategy to integrate these advances, and we showcased the analysis with an Arabidopsis flowering time dataset.
Examples of (near) real-time datasets include our weather station & stream gages and phenology webcams.
Among the near real-time datasets, 3B42 RT overestimates annual rainfall over the basin; CMORPH and PERSIANN underestimate it.
However, one of the major challenges is the complexity of analyzing such a large amount of real-time datasets.
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