The proposed SVAR method is able to model gene regulatory networks in frequent situations in which the number of samples is lower than the number of genes, making it possible to naturally infer partial Granger causalities without any a priori information.
The thermal dependence in rates of many fitness-relevant activities (e.g., locomotion, predator detection, digestion, metabolism) has imposed selection for the ability to flexibly modify physiological responses to temperature, in the frequent situation where an organism cannot control its temperature by behavioural means [1].
In other words, we consider the very frequent situation in systems biology where a first model is available based on previous knowledge but new experimental information allow to formulate different hypotheses to refine it.
There is a frequent situation in data mining where data collected must be used in real time to support decisions and they could present missing or non consistent values.
Fortunately, this is not a frequent situation, in our experience.
Introduction Peri-partum thrombotic microangiopathic syndrome (PP-TMA) is a frequent situation in intensive care unit, mainly with HELLP syndrome.
The approach can be applied in a variety of other cases that involve decision making under uncertainty and surprise, a frequent situation in natural resources management.
We identified soybean fields adjacent to one of three possible margin types: herbaceous or woody permanent vegetation, and field crop, which acted as control because it is the most frequent situation in the region.
The biogenesis requirements and structural characteristics of classes III and IV have suggested that these ex-siRNAs are not produced by a canonical RNAi pathway, a frequent situation in filamentous fungi [ 21].
This distribution is also a robust solution in presence of outlying measurements, which is a frequent situation.
