On the Dependencies between Internet Flow Characteristics. - Maria Rosário de Oliveira; António Pacheco 001; Cláudia Pascoal; Rui Valadas; Paulo Salvador 001 (FITraMEn, 2008)

Detection of Outliers Using Robust Principal Component Analysis: A Simulation Study. - Cláudia Pascoal; Maria Rosário de Oliveira; António Pacheco 001; Rui Valadas (SMPS, 2010)

Robust feature selection and robust PCA for internet traffic anomaly detection. - Cláudia Pascoal; Maria Rosário de Oliveira; Rui Valadas; Peter Filzmoser; Paulo Salvador 001; António Pacheco 001 (INFOCOM, 2012)

Theoretical evaluation of feature selection methods based on mutual information. - Cláudia Pascoal; Maria Rosário de Oliveira; António Pacheco 001; Rui Valadas (Neurocomputing, 2017)