Using Neural Networks to Classify Internet Users. - António Nogueira; Maria Rosário de Oliveira; Paulo Salvador 001; Rui Valadas; António Pacheco 001 (AICT/SAPIR/ELETE, 2005)

Robust canonical correlations: A comparative study. - João A. Branco; Christophe Croux; Peter Filzmoser; Maria Rosário de Oliveira (Comput. Stat., 2005)

Cluster Analysis of Internet Users Based on Hourly Traffic Utilization. - Maria Rosário de Oliveira; Rui Valadas; António Pacheco 001; Paulo Salvador 001 (IEICE Trans. Commun., 2007)

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)

Anomaly detection of Internet traffic using robust feature selection based on kernel density estimation. - Sara Faria Leal; Maria Rosário de Oliveira; Rui Valadas (EuCNC, 2015)

Do we need a perfect ground-truth for benchmarking Internet traffic classifiers? - Maria Rosário de Oliveira; João Neves 002; Rui Valadas; Paulo Salvador 001 (INFOCOM, 2015)

A theoretical framework for evaluating forward feature selection methods based on mutual information. - Francisco Macedo; Maria Rosário de Oliveira; António Pacheco 001; Rui Valadas (CoRR, 2017)

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

Detecting Internet-Scale Traffic Redirection Attacks Using Latent Class Models. - Ana Subtil; Maria Rosário de Oliveira; Rui Valadas; António Pacheco 001; Paulo Salvador 001 (SoCPaR, 2018)

Theoretical foundations of forward feature selection methods based on mutual information. - Francisco Macedo; Maria Rosário de Oliveira; António Pacheco 001; Rui Valadas (Neurocomputing, 2019)

Association measures for interval variables. - Maria Rosário de Oliveira; Margarida Azeitona; António Pacheco 001; Rui Valadas (Adv. Data Anal. Classif., 2022)

Feature selection using Decomposed Mutual Information Maximization. - Francisco Macedo; Rui Valadas; Eunice Carrasquinha; Maria Rosário de Oliveira; António Pacheco 001 (Neurocomputing, 2022)