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2020 – today
- 2022
[j6]Maria Rosário de Oliveira, Margarida Azeitona, António Pacheco
, Rui Valadas:
Association measures for interval variables. Adv. Data Anal. Classif. 16(3): 491-520 (2022)- [j5]Francisco Macedo, Rui Valadas, Eunice Carrasquinha, Maria Rosário de Oliveira, António Pacheco:
Feature selection using Decomposed Mutual Information Maximization. Neurocomputing 513: 215-232 (2022)
2010 – 2019
- 2019
- [j4]Francisco Macedo, Maria Rosário de Oliveira, António Pacheco, Rui Valadas:
Theoretical foundations of forward feature selection methods based on mutual information. Neurocomputing 325: 67-89 (2019) - 2018
- [c7]Ana Subtil, Maria Rosário de Oliveira, Rui Valadas, António Pacheco, Paulo Salvador:
Detecting Internet-Scale Traffic Redirection Attacks Using Latent Class Models. SoCPaR 2018: 370-380 - 2017
- [j3]Cláudia Pascoal, Maria Rosário de Oliveira, António Pacheco, Rui Valadas:
Theoretical evaluation of feature selection methods based on mutual information. Neurocomputing 226: 168-181 (2017) - [i2]Francisco Macedo, Maria Rosário de Oliveira, António Pacheco, Rui Valadas:
A theoretical framework for evaluating forward feature selection methods based on mutual information. CoRR abs/1701.07761 (2017) - 2016
- [i1]Cláudia Pascoal, Maria Rosário de Oliveira, António Pacheco, Rui Valadas:
Theoretical Evaluation of Feature Selection Methods based on Mutual Information. CoRR abs/1609.06575 (2016) - 2015
- [c6]Sara Faria Leal, Maria Rosário de Oliveira, Rui Valadas:
Anomaly detection of Internet traffic using robust feature selection based on kernel density estimation. EuCNC 2015: 482-486 - [c5]Maria Rosário de Oliveira, João Neves, Rui Valadas, Paulo Salvador:
Do we need a perfect ground-truth for benchmarking Internet traffic classifiers? INFOCOM 2015: 2452-2460 - 2012
- [c4]Cláudia Pascoal, Maria Rosário de Oliveira, Rui Valadas, Peter Filzmoser, Paulo Salvador, António Pacheco:
Robust feature selection and robust PCA for internet traffic anomaly detection. INFOCOM 2012: 1755-1763 - 2010
- [c3]Cláudia Pascoal, Maria Rosário de Oliveira, António Pacheco, Rui Valadas:
Detection of Outliers Using Robust Principal Component Analysis: A Simulation Study. SMPS 2010: 499-507
2000 – 2009
- 2008
- [c2]Maria Rosário de Oliveira, António Pacheco, Cláudia Pascoal, Rui Valadas, Paulo Salvador:
On the Dependencies between Internet Flow Characteristics. FITraMEn 2008: 68-80 - 2007
- [j2]Maria Rosário de Oliveira, Rui Valadas, António Pacheco, Paulo Salvador:
Cluster Analysis of Internet Users Based on Hourly Traffic Utilization. IEICE Trans. Commun. 90-B(7): 1594-1607 (2007) - 2005
- [j1]João A. Branco, Christophe Croux, Peter Filzmoser, Maria Rosário de Oliveira:
Robust canonical correlations: A comparative study. Comput. Stat. 20(2): 203-229 (2005) - [c1]António Nogueira, Maria Rosário de Oliveira, Paulo Salvador, Rui Valadas, António Pacheco:
Using Neural Networks to Classify Internet Users. AICT/SAPIR/ELETE 2005: 183-188
Coauthor Index
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