Adversarial Machine Learning Applied to Intrusion and Malware Scenarios: A Systematic Review

by Nuno Martins, Jose Magalhaes Cruz, Tiago Cruz, Pedro Henriques Abreu
Published 2020-01-01

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

Using Kalman Filters to Reduce Noise from RFID Location System

by Pedro Henriques Abreu, José Xavier, Daniel Castro Silva, Luís Paulo Reis, Marcelo Petry
Published 2014-01-01

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

Using Multivariate Adaptive Regression Splines in the Construction of Simulated Soccer Team's Behavior Models

by Pedro Henriques Abreu, Daniel Castro Silva, João Mendes-Moreira, Luís Paulo Reis, Júlio Garganta
Published 2013-09-01

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