As global search techniques, population-based optimization algorithms have provided promising results in feature selection (FS) problems. However, their major challenge is high time complexity associated with the exploration of a large space and consequently number fitness function evaluations. Moreover, interaction between features another key issue FS problems, directly affecting classificati...

Abstract Breast cancer, which is also the leading cause of death among women, one most common forms disease that affects females all over world. The discovery breast cancer at an early stage extremely important because it allows selecting appropriate treatment protocol and thus, stops development cells. In this paper, a new patients detection strategy has been presented to identify with earlier...