Pedro Henriques Abreu

Author

Also Known As

Abreu Pedro, Abreu, Pedro, Abreu, Pedro Henriques, IDA 2021 Online, P H Abreu, P. Abreu, P.H. Abreu, Pedro Henriques Abreu, Pedro Abreu, Pedro H. Abreu

145

Publications

Citations

H-Index

109

Concepts

All Affiliations

University of Coimbra Universidade do Porto IPO Porto Instituto Português de Oncologia Francisco Gentil University of Aveiro

About

Pedro Henriques Abreu is an author at University of Coimbra specializing in engineering, data science, and statistics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	13	16	863
2	Education	3	3	113
3	Business	2	2	25
4	Arts	1	1	13
5	Health Sciences	1	1	24

Pedro Henriques Abreu

Publications

1.7K

Citations

H-Index

Page 1

	Year	Citations
Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches [Research Frontier] Miriam Seoane Santos, J. Soares, Pedro Henriques Abreu, IEEE Computational Intelligence Magazine EngineeringMachine LearningClassification MethodData ScienceData Mining	2018	392
A new cluster-based oversampling method for improving survival prediction of hepatocellular carcinoma patients Miriam Seoane Santos, Pedro Henriques Abreu, Pedro J. García-Laencina, Journal of Biomedical Informatics Survival PredictionHepatologyHepatocellular Carcinoma PatientsMedicinePrognosis	2015	205
Missing data imputation on the 5-year survival prediction of breast cancer patients with unknown discrete values Pedro J. García-Laencina, Pedro Henriques Abreu, Miguel Henriques Abreu, Computers in Biology and Medicine Cancer EpidemiologyBreast Cancer PatientsData ImputationPredictive AnalyticsUnknown Discrete Values	2015	157
A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences Mara Graziani, Lidia Dutkiewicz, Davide Calvaresi, Artificial Intelligence Review	2022	104
A unifying view of class overlap and imbalance: Key concepts, multi-view panorama, and open avenues for research Miriam Seoane Santos, Pedro Henriques Abreu, Nathalie Japkowicz, Information Fusion Class AnalysisSocial IdentityClass ImbalanceBiasSociology	2022	84
Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes Ricardo Cardoso Pereira, Miriam Seoane Santos, Pedro Pereira Rodrigues, Journal of Artificial Intelligence Research Artificial IntelligenceEngineeringMachine LearningData ContextsAutoencoders	2020	81
How distance metrics influence missing data imputation with k-nearest neighbours Miriam Seoane Santos, Pedro Henriques Abreu, Szymon Wilk, Pattern Recognition Letters EngineeringData ScienceData MiningData ImputationStatistics	2020	58
An Inverted Ant Colony Optimization approach to traffic Jose Leonel Goncalves Dias, Penousal Machado, Daniel Castro Silva, Engineering Applications of Artificial Intelligence Intelligent Traffic ManagementEngineeringSystems EngineeringComputer ScienceVehicle Routing Problem	2014	46
Male breast cancer: Looking for better prognostic subgroups Miguel Henriques Abreu, N. Afonso, Pedro Henriques Abreu, The Breast Breast OncologyMedicinePathologyCancer RegistrationBreast Cancer	2016	44
Imputation of data Missing Not at Random: Artificial generation and benchmark analysis Ricardo Cardoso Pereira, Pedro Henriques Abreu, Pedro Pereira Rodrigues, Expert Systems with Applications Best Imputation MethodData Imputation MethodsEngineeringData ScienceData Mining	2024	42

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