GEFeWS: A Hybrid Genetic-Based Feature Weighting and Selection Algorithm for Multi-Biometric Recognition.
Aniesha Alford, Khary Popplewell, Gerry Vernon Dozier, Kelvin S. Bryant, John Charles Kelly, Joshua Adams, Tamirat T. Abegaz, Joseph Shelton · MAICS · 2011
In this paper, we investigate the use of a hybrid genetic feature weighting and selection (GEFeWS) algorithm for multi-biometric recognition. Our results show that GEFeWS is able to achieve higher recognition accuracies than using genetic-based feature selection (GEFeS) alone, while using significantly fewer features to achieve approximately the same accuracies as using genetic-based feature weighting (GEFeW).