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"With the advent of sophisticated data-processing capabilities (including big data), the big number-crunchers can detect, model and counter all manner of online activities just by detecting the behavioural patterns they see in the data and adjusting their tactics accordingly.
With respect to completeness, the goal is to automatically detect model incompleteness.
The probe antibody-conjugated encoded microbeads were employed to detect model proteins to explore their potential in performing a multiplexed bioassay.
In this paper, we develop a mechanism to detect, model and track the shape of a contaminant cloud boundary using air borne sensor swarms.
Two other methods to test scoring function(s) performance include internal k-folds and leave one out / leave p out (LO O/LPO cross-validation, both of which are particularly useful to detect model overfitting.
The ability of the bacterial reporters to detect model toxic chemicals was first demonstrated using a "naked" PAO chip placed on solid agar, and later in a chip encased in a specially designed flow-through configuration which enables continuous on-line monitoring.
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Automated reasoning like satisfiability testing allows developers to detect modeling mistakes in the early stages of development.
We have used this information from model 2A (see Table S1) to calculate the sensitivities and specificities of the post-mortem tests with binary outcome to detect modeled M. bovis infected animals (Table 2).
Additionally, as is generally the case, the power to detect models with main effects is considerably higher than the purely epistatic model.
GEDT has reasonably high power to detect models of small to moderate effect sizes, even in very small sample sizes as those simulated in the current study.
For example, preliminary data (not shown) shows that as expected, as the number of generations that GEDT is run is increased, the power to detect models also increases.
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