Pedro Henriques Abreu
Pedro Henriques Abreu
Department of Informatics Engineering, University of Coimbra
Adresse e-mail validée de dei.uc.pt
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Cross-validation for imbalanced datasets: avoiding overoptimistic and overfitting approaches [research frontier]
MS Santos, JP Soares, PH Abreu, H Araujo, J Santos
ieee ComputatioNal iNtelligeNCe magaziNe 13 (4), 59-76, 2018
1392018
Missing data imputation on the 5-year survival prediction of breast cancer patients with unknown discrete values
PJ García-Laencina, PH Abreu, MH Abreu, N Afonoso
Computers in biology and medicine 59, 125-133, 2015
1372015
A new cluster-based oversampling method for improving survival prediction of hepatocellular carcinoma patients
MS Santos, PH Abreu, PJ García-Laencina, A Simão, A Carvalho
Journal of biomedical informatics 58, 49-59, 2015
1262015
Predicting Breast Cancer Recurrence Using Machine Learning Techniques: A Systematic Review
PH Abreu, MS Santos, MH Abreu, B Andrade, DC Silva
ACM Computing Surveys 49 (3), 1-40, 2016
812016
An inverted ant colony optimization approach to traffic
JC Dias, P Machado, DC Silva, PH Abreu
Engineering Applications of Artificial Intelligence 36, 122-133, 2014
502014
Male breast cancer: Looking for better prognostic subgroups
MH Abreu, N Afonso, PH Abreu, F Menezes, P Lopes, R Henrique, ...
The Breast 26, 18-24, 2016
472016
Using deep learning techniques in medical imaging: a systematic review of applications on CT and PET
I Domingues, G Pereira, P Martins, H Duarte, J Santos, PH Abreu
Artificial Intelligence Review 53 (6), 4093-4160, 2020
462020
Adversarial machine learning applied to intrusion and malware scenarios: a systematic review
N Martins, JM Cruz, T Cruz, PH Abreu
IEEE Access 8, 35403-35419, 2020
442020
Performance analysis in soccer: a Cartesian coordinates based approach using RoboCup data
PH Abreu, J Moura, DC Silva, LP Reis, J Garganta
Soft Computing-A Fusion of Foundations, Methodologies and Applications 16 (1 …, 2012
312012
Generating synthetic missing data: A review by missing mechanism
MS Santos, RC Pereira, AF Costa, JP Soares, J Santos, PH Abreu
IEEE Access 7, 11651-11667, 2019
282019
Missing data imputation via denoising autoencoders: the untold story
AF Costa, MS Santos, JP Soares, PH Abreu
International symposium on intelligent data analysis, 87-98, 2018
282018
Strategy planner: Graphical definition of soccer set-plays
J Cravo, F Almeida, PH Abreu, LP Reis, N Lau, L Mota
Data & Knowledge Engineering 94, 110-131, 2014
282014
Overall survival prediction for women breast cancer using ensemble methods and incomplete clinical data
PH Abreu, H Amaro, DC Silva, P Machado, MH Abreu, N Afonso, ...
XIII Mediterranean Conference on Medical and Biological Engineering and …, 2014
262014
Image descriptors in radiology images: a systematic review
MA Nogueira, PH Abreu, P Martins, P Machado, H Duarte, J Santos
Artificial Intelligence Review, 1-29, 2016
252016
Influence of data distribution in missing data imputation
MS Santos, JP Soares, PH Abreu, H Araújo, J Santos
Conference on Artificial Intelligence in Medicine in Europe, 285-294, 2017
222017
An automatic approach to extract goal plans from soccer simulated matches
F Almeida, PH Abreu, N Lau, LP Reis
Soft computing 17 (5), 835-848, 2013
222013
Denial of service attacks: Detecting the frailties of machine learning algorithms in the classification process
I Frazão, PH Abreu, T Cruz, H Araújo, P Simões
International Conference on Critical Information Infrastructures Security …, 2018
182018
An interface for fitness function design
P Machado, T Martins, H Amaro, PH Abreu
International Conference on Evolutionary and Biologically Inspired Music and …, 2014
182014
Using multivariate adaptive regression splines in the construction of simulated soccer team's behavior models
PH Abreu, DC Silva, J Mendes-Moreira, LP Reis, J Garganta
International Journal of Computational Intelligence Systems 6 (5), 893-910, 2013
182013
An artificial neural networks approach for assessment treatment response in oncological patients using PET/CT images
MA Nogueira, PH Abreu, P Martins, P Machado, H Duarte, J Santos
BMC medical imaging 17 (1), 1-8, 2017
172017
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