Theo dõi
Pedro Henriques Abreu
Pedro Henriques Abreu
Associate Professor, Department of Informatics Engineering, University of Coimbra
Email được xác minh tại dei.uc.pt
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
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
3452018
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
2102015
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
1972015
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
1792020
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
1462016
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, 4093-4160, 2020
1412020
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
852019
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
612014
Reviewing autoencoders for missing data imputation: Technical trends, applications and outcomes
RC Pereira, MS Santos, PP Rodrigues, PH Abreu
Journal of Artificial Intelligence Research 69, 1255-1285, 2020
582020
On the joint-effect of class imbalance and overlap: a critical review
MS Santos, PH Abreu, N Japkowicz, A Fernández, C Soares, S Wilk, ...
Artificial Intelligence Review 55 (8), 6207-6275, 2022
552022
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
532016
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
Critical Information Infrastructures Security: 13th International Conference …, 2019
512019
Missing data imputation via denoising autoencoders: the untold story
AF Costa, MS Santos, JP Soares, PH Abreu
Advances in Intelligent Data Analysis XVII: 17th International Symposium …, 2018
512018
A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences
M Graziani, L Dutkiewicz, D Calvaresi, JP Amorim, K Yordanova, M Vered, ...
Artificial intelligence review 56 (4), 3473-3504, 2023
452023
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
372012
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
362014
Bi-rads classification of breast cancer: a new pre-processing pipeline for deep models training
I Domingues, PH Abreu, J Santos
2018 25th IEEE international conference on image processing (ICIP), 1378-1382, 2018
332018
Evaluation of oversampling data balancing techniques in the context of ordinal classification
I Domingues, JP Amorim, PH Abreu, H Duarte, J Santos
322018
Influence of data distribution in missing data imputation
MS Santos, JP Soares, P Henriques Abreu, H Araújo, J Santos
Artificial Intelligence in Medicine: 16th Conference on Artificial …, 2017
322017
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
322014
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