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In particular this study focuses on the application of a Hierarchical Genetic Algorithm (HGA) for tuning the Rule Base (RB) of a Fuzzy Inference System (FIS), trying to discover a minimal fuzzy rules set as the core inference engine of an an EMS.
The core inference from this analysis was the beneficial effect of conservative fluid management by significantly reducing the days to achieve unassisted breathing but having no effect on the overall frequency of unassisted breathing and on timing of death [ 17].
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In our previous work [ 28], we applied both the Condition Responsive Genes (CORG) [ 53] and Core Module Inference (CMI) [ 28] methods to infer candidate modules and express them as pathway activities (PAs).
Denied this information about Mars' core, the inferences become more tenuous and model dependent, but comparison with Earth suggests the level of detail that will emerge once Mars is studied seismologically.
It is noteworthy that since a majority of important evolutionary changes we focus on occur uniquely in the common ancestral lineage leading to snakes, or within the snake tree, the resolution of the relationships outside of snakes has very little bearing on our core analytical inferences.
The second step in the FRBIS approach was the definition of the rules, the core of the inference system, which connects the input with the output.
The novelty consists in extending the classic structure of the fuzzy inference core with an intelligent module, which tunes one of the control singletons, providing a significant simplification of the design and implementation procedure.
The core of the Inference method was built as a combination of string matching rules that mapped the text annotated strings to the controlled vocabulary terms.
Although our results suggest problems with using BI for inferring phylogenies in practice, they do not contradict the core rationale for Bayesian inference.
end{aligned} (7 Equation (7) represents the core of Bayesian statistical inference and is what separates Bayesian statistics from frequentist statistics.
This property is at the core of recent model inference algorithms such as particle MCMC [27], SMC2[28] or some population Monte Carlo [29] methods.
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CEO of Professional Science Editing for Scientists @ prosciediting.com