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Rui Valadas
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Publications
- 2023
- [j22]Ana Subtil, M. Rosário Oliveira, Rui Valadas, Paulo Salvador, António Pacheco:
Detection of Internet-wide traffic redirection attacks using machine learning techniques. IET Networks 12(4): 179-195 (2023) - 2022
- [j21]Maria Rosário de Oliveira, Margarida Azeitona, António Pacheco, Rui Valadas:
Association measures for interval variables. Adv. Data Anal. Classif. 16(3): 491-520 (2022) - [j20]Francisco Macedo, Rui Valadas, Eunice Carrasquinha, Maria Rosário de Oliveira, António Pacheco:
Feature selection using Decomposed Mutual Information Maximization. Neurocomputing 513: 215-232 (2022) - 2019
- [j19]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
- [c36]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
- [j18]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) - [i3]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) - 2012
- [c32]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 - 2011
- [c31]Paulo Salvador, António Nogueira, Rui Valadas, António Pacheco:
Joint modeling of network related events with multi-dimensional Markov Modulated Deterministic Processes. SoftCOM 2011: 1-7 - [p1]António Nogueira, Paulo Salvador, Rui Valadas, António Pacheco:
Markovian Modelling of Internet Traffic. Network Performance Engineering 2011: 98-124 - 2010
- [j16]António Nogueira, Paulo Salvador, Rui Valadas, António Pacheco:
Modeling self-similar traffic over multiple time scales based on hierarchical Markovian and L-System models. Comput. Commun. 33(Supplement-1): S3-S10 (2010) - [c30]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 - 2008
- [c29]Maria Rosário de Oliveira, António Pacheco, Cláudia Pascoal, Rui Valadas, Paulo Salvador:
On the Dependencies between Internet Flow Characteristics. FITraMEn 2008: 68-80 - 2007
- [j14]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
- [c19]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 - 2004
- [j12]Paulo Salvador, António Pacheco, Rui Valadas:
Modeling IP traffic: joint characterization of packet arrivals and packet sizes using BMAPs. Comput. Networks 44(3): 335-352 (2004) - [c17]Paulo Salvador, António Nogueira, Rui Valadas, António Pacheco:
Multi-time-Scale Traffic Modeling Using Markovian and L-Systems Models. ECUMN 2004: 297-306 - 2003
- [j7]Paulo Salvador, Rui T. Valadas, António Pacheco:
Multiscale Fitting Procedure Using Markov Modulated Poisson Processes. Telecommun. Syst. 23(1-2): 123-148 (2003) - [j6]António Nogueira, Paulo Salvador, Rui Valadas, António Pacheco:
Modeling Network Traffic with Multifractal Behavior. Telecommun. Syst. 24(2-4): 339-362 (2003) - [c16]António Nogueira, Paulo Salvador, Rui T. Valadas, António Pacheco:
Modeling Self-similar Traffic through Markov Modulated Poisson Processes over Multiple Time Scales. HSNMC 2003: 550-560
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