IEEE

Evolving Diverse Ensembles Using Genetic Programming for Classification With Unbalanced Data

Abstract: In classification, machine learning algorithms can suffer a performance bias when data sets are unbalanced. Data sets are unbalanced when at least one class is represented by only a small ...
Smithsonian Magazine

Mathematicians Puzzled Over a Famous Problem for 80 Years. Now, They’ve Used A.I. to Identify a Clever Solution

In 1946, the mathematician Paul Erdős posed the unit distance problem—and suggested a winning strategy. An A.I. model has now ...
Tech Xplore

Two animal-inspired algorithms just changed how software-defined networks catch attacks before disruptions spread

Researchers have developed a new artificial intelligence-based system designed to improve cyberattack detection in ...
IEEE

Aircraft Ground Service Scheduling Problems and Their Genetic Algorithm With Hybrid Assignment and Sequence Encoding Scheme

Abstract: The aircraft ground service is a key ring to guarantee flight safety and normal operation. In the case of the traveling time of service crew from one aircraft parking place to another to be ...