FAWOS: Fairness-Aware Oversampling Algorithm Based on Distributions of Sensitive Attributes

by Teresa Salazar, Miriam Seoane Santos, Helder Araujo, Pedro Henriques Abreu
Published 2021-01-01

Improving the Classifier Performance in Motor Imagery Task Classification: What are the steps in the classification process that we should worry about?

by Miriam Seoane Santos, Pedro Henriques Abreu, Rodríguez-Bermúdez Germán, Pedro J. García-Laencina
Published 2018-01-01

Generating Synthetic Missing Data: A Review by Missing Mechanism

by Miriam Seoane Santos, Ricardo Cardoso Pereira, Adriana Fonseca Costa, Jastin Pompeu Soares, Joao Santos, Pedro Henriques Abreu
Published 2019-01-01