M. D. L. Oliveira

Carbohydrate–protein interactions and their biosensing applications

Xiangqun Zeng, Xue-Long Sun, C. A. Andrade, 2012, Analytical and Bioanalytical Chemistry.

Theoretical foundations of forward feature selection methods based on mutual information

António Pacheco, Rui Valadas, Maria Rosário de Oliveira, 2017, Neurocomputing.

Do we need a perfect ground-truth for benchmarking Internet traffic classifiers?

Paulo Salvador, Rui Valadas, Maria Rosário de Oliveira, 2015, 2015 IEEE Conference on Computer Communications (INFOCOM).

Robust feature selection and robust PCA for internet traffic anomaly detection

Peter Filzmoser, António Pacheco, Paulo Salvador, 2012, 2012 Proceedings IEEE INFOCOM.

Theoretical evaluation of feature selection methods based on mutual information pdf

António Pacheco, Rui Valadas, Cláudia Pascoal, 2016, Neurocomputing.

Association measures for interval variables

Rui Valadas, M. Rosário Oliveira, Margarida Azeitona, 2021, Advances in Data Analysis and Classification.

Anomaly detection of Internet traffic using robust feature selection based on kernel density estimation

Rui Valadas, Maria Rosário de Oliveira, Sara Faria Leal, 2015, 2015 European Conference on Networks and Communications (EuCNC).

Detection of Outliers Using Robust Principal Component Analysis: A Simulation Study

António Pacheco, Rui Valadas, Cláudia Pascoal, 2010, SMPS.