Feature masks are evolved to identify and select optimal/near-optimal features from a training set and eliminate irrelevant or redundant features, which create a well-defined distinction between self (benign) and non-self (malicious) apps.
"Over millions of years, [organic] sequences of proteins and carbohydrates are what the [human body] has evolved to identify," Kao says.
In the proposed framework, interactions between reactants in the candidate models for a target biochemical system are evolved and eventually identified by the application of a qualitative model learning approach with an evolution strategy.
The aim was to provide fundamentals to understand how this area is evolving, and thus identify where research effort has to be focused.
One way to understand how cooperative behaviours have evolved and are maintained is to identify the mechanisms cheaters use to exploit such cooperation.
A dynamic functional-link neural network genetically evolved is used to identify different relationships between process variables.
Bitter receptors in the tongue are thought to have evolved to help us identify poisons, and Ben-Shahar wondered whether those in the airway might be protecting us in a similar way.
China will also be able to contribute key data about how the causative agent is transmitted and how it is evolving, as well as identifying pivotal factors influencing disease outcome.
The human mind, however, seems to have evolved the trick of being able to identify a large number of individuals and to keep score of its relations with them, detecting the dishonest or greedy and taking vengeance, even at some cost to itself.
On the other hand, model-based methods are able to identify evolving patient-specific parameters and tailor therapy appropriately.
