Carine A. Dantas

A structural framework for instance-specific dynamic selection in classifier ensembles

Dynamic selection strategies applied to classifier ensembles—whether at the feature level or at the ensemble member level—have been extensively investigated as mechanisms for enhancing predictive performance. Individually, these approaches have demonstrated consistent effectiveness across a range of classification scen...