Pedro Henriques Abreu

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Daniel Castro SilvaAssistant Professor, FEUP-DEI, University of PortoAdresse e-mail validée de fe.up.pt
Miriam Seoane SantosUniversity of CoimbraAdresse e-mail validée de dei.uc.pt
Luis Paulo ReisAssociate Professor, University of PortoAdresse e-mail validée de fe.up.pt
Miguel Henriques Abreu, MD, PhDPortuguese Institute of Oncology of PortoAdresse e-mail validée de sapo.pt
Penousal MachadoUniversity of CoimbraAdresse e-mail validée de dei.uc.pt
José Pereira AmorimPhD student in University of CoimbraAdresse e-mail validée de dei.uc.pt
Ricardo Cardoso PereiraUniversity of CoimbraAdresse e-mail validée de dei.uc.pt
Hugo AmaroInstituto Pedro Nunes, Universidade de CoimbraAdresse e-mail validée de ipn.pt
Pedro Pereira RodriguesAssociate Professor of Health Data Science - Faculty of Medicine of the University of PortoAdresse e-mail validée de med.up.pt
Tiago CruzUniversity of Coimbra, Centre for Informatics and Systems of the University of Coimbra, DepartmentAdresse e-mail validée de dei.uc.pt
João Mendes-MoreiraAssociate professor, Faculty of Engineering, University of Porto / LIAAD - INESC TECAdresse e-mail validée de fe.up.pt
Anabela GomesUniversity of CoimbraAdresse e-mail validée de isec.pt
Carlos SoaresAssociate Professor, Faculdade de Engenharia, Universidade do Porto / Fraunhofer AICOS / LIACCAdresse e-mail validée de fep.up.pt
Pedro J. García-LaencinaFull-time Senior Lecturer and Researcher at Centro Universitario de la Defensa de San Javier (Spain)Adresse e-mail validée de cud.upct.es
Szymon WilkAssociate Professor, Institute of Computing Science, Poznan University of TechnologyAdresse e-mail validée de cs.put.poznan.pl
Alberto FernándezAssociate Professor in Computer Science and Artificial Intelligence, University of GranadaAdresse e-mail validée de decsai.ugr.es
Mauricio ReyesMedical Image Analysis, ARTORG Center, Univ. BernAdresse e-mail validée de med.unibe.ch
Nathalie JapkowiczAmerican UniversityAdresse e-mail validée de american.edu
Henning MüllerProfessor in computer science at HES-SO & in radiology at the University of GenevaAdresse e-mail validée de hevs.ch
Jaime CardosoFull Professor at Faculty of Engineering, University of Porto; Researcher at INESC TECAdresse e-mail validée de fe.up.pt

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Pedro Henriques Abreu

Department of Informatics Engineering, University of Coimbra

Adresse e-mail validée de dei.uc.pt

Artificial Intelligence Computational Intelligence Missing Data Imbalanced Data


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	251	2018
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	172	2015
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	168	2015
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	121	2016
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	113	2020
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	88	2020
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	56	2014
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	53	2016
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	51	2019
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	40	2018
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	35	2012
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	32	2014
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	31	2019
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	29	2020
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	28	2016
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	28	2014
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	27	2017
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	25	2018
An automatic approach to extract goal plans from soccer simulated matches F Almeida, PH Abreu, N Lau, LP Reis Soft computing 17, 835-848, 2013	24	2013
Evaluation of oversampling data balancing techniques in the context of ordinal classification I Domingues, JP Amorim, PH Abreu, H Duarte, J Santos	23	2018

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