Maria Rosário de Oliveira

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 7

Top Topics

Mutual Information

Feature Selection

Theoretical Foundation

Kernel Density Estimation

Top Venues

Publications

Maria Rosário de Oliveira, Margarida Azeitona, António Pacheco, Rui Valadas
Association measures for interval variables. Adv. Data Anal. Classif. 16 (3) (2022)
Francisco Macedo, Rui Valadas, Eunice Carrasquinha, Maria Rosário de Oliveira, António Pacheco
Feature selection using Decomposed Mutual Information Maximization. Neurocomputing 513 (2022)
Francisco Macedo, Maria Rosário de Oliveira, António Pacheco, Rui Valadas
Theoretical foundations of forward feature selection methods based on mutual information. Neurocomputing 325 (2019)
Ana Subtil, Maria Rosário de Oliveira, Rui Valadas, António Pacheco, Paulo Salvador
Detecting Internet-Scale Traffic Redirection Attacks Using Latent Class Models. SoCPaR (2018)
Francisco Macedo, Maria Rosário de Oliveira, António Pacheco, Rui Valadas
A theoretical framework for evaluating forward feature selection methods based on mutual information. CoRR (2017)
Cláudia Pascoal, Maria Rosário de Oliveira, António Pacheco, Rui Valadas
Theoretical evaluation of feature selection methods based on mutual information. Neurocomputing 226 (2017)
Cláudia Pascoal, Maria Rosário de Oliveira, António Pacheco, Rui Valadas
Theoretical Evaluation of Feature Selection Methods based on Mutual Information. CoRR (2016)
Maria Rosário de Oliveira, João C. Neves, Rui Valadas, Paulo Salvador
Do we need a perfect ground-truth for benchmarking Internet traffic classifiers? INFOCOM (2015)
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)
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)
Cláudia Pascoal, Maria Rosário de Oliveira, António Pacheco, Rui Valadas
Detection of Outliers Using Robust Principal Component Analysis: A Simulation Study. SMPS (2010)
Maria Rosário de Oliveira, António Pacheco, Cláudia Pascoal, Rui Valadas, Paulo Salvador
On the Dependencies between Internet Flow Characteristics. FITraMEn (2008)
Maria Rosário de Oliveira, Rui Valadas, António Pacheco, Paulo Salvador
Cluster Analysis of Internet Users Based on Hourly Traffic Utilization. IEICE Trans. Commun. (7) (2007)
António Nogueira, Maria Rosário de Oliveira, Paulo Salvador, Rui Valadas, António Pacheco
Using Neural Networks to Classify Internet Users. AICT/SAPIR/ELETE (2005)
João A. Branco, Christophe Croux, Peter Filzmoser, Maria Rosário de Oliveira
Robust canonical correlations: A comparative study. Comput. Stat. 20 (2) (2005)