Our method can therefore overcome those computational complexity issues, and identify complex interactions (between two or more factors) that contribute to the response model, at varying degrees of sparsity (controlled by the penalization component).
This method allowed us to analyse and identify complex DNA structures from all the bacteria, yeasts and fungi we found.
It also makes it possible to identify complex partnerships, including those with foreign partners, which sometimes are created to evade income taxes.
Intelligence agencies rely on these mistakes - from poor communications security to the acquisition or testing of equipment - to identify complex threats.
In order to accurately identify complex lithologies, this paper puts forward a self-organizing feature map neural network based on the task-driven data mining.
The identification of biodiversity through high-throughput analysis of taxonomic marker genes (also termed metabarcoding) provides an emerging solution to semi-quantitatively identify complex mixtures of airborne pollen grains19,20,21,22.
Analyses identify complex patterns of heterozygosity, the expansion of gene families associated with perception and the detoxification of plant defense compounds and the recent expansion of retrotransposons near detoxification genes.
The rich information captured using imaging flow cytometry makes it an ideal candidate for the use of high content approaches to identify complex cell phenotypes such as the cell cycle phase of an individual cell.
"ExoMars is designed to identify complex organic materials, but in a way that will allow scientists on Earth to determine if they were produced by living organisms or by straightforward chemical activity," said Ralph Cordley, a project leader for the ExoMars mission.
It's down to using the frequency domain to identify complex shapes and patterns within an image, says Rijnders.
Terminologists may identify complex candidate terms based on some of their characteristics.
