Pedro Manuel Henriques da Cunha Abreu
AuthID: R-000-EW8
1
TITLE: Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning
AUTHORS: Teresa Salazar; João Gama ; Helder Araújo; Pedro Henriques Abreu;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2402.07586
AUTHORS: Teresa Salazar; João Gama ; Helder Araújo; Pedro Henriques Abreu;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2402.07586
INDEXED IN: 
DBLP
DBLP IN MY: DBLP
DBLP2
TITLE: Imputation of data Missing Not at Random: Artificial generation and benchmark analysis Full Text
AUTHORS: Pereira, Ricardo Cardoso; Abreu, Pedro Henriques; Rodrigues, Pedro Pereira; Figueiredo, Mario A. T.;
PUBLISHED: 2024, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 249
AUTHORS: Pereira, Ricardo Cardoso; Abreu, Pedro Henriques; Rodrigues, Pedro Pereira; Figueiredo, Mario A. T.;
PUBLISHED: 2024, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 249
INDEXED IN: 
Scopus 
WOS DBLP
Scopus WOS DBLP IN MY: DBLP
DBLP3
TITLE: Siamese Autoencoder Architecture for the Imputation of Data Missing Not at Random
AUTHORS: Pereira, Ricardo Cardoso; Abreu, Pedro Henriques; Rodrigues, Pedro Pereira;
PUBLISHED: 2024, SOURCE: JOURNAL OF COMPUTATIONAL SCIENCE, VOLUME: 78
AUTHORS: Pereira, Ricardo Cardoso; Abreu, Pedro Henriques; Rodrigues, Pedro Pereira;
PUBLISHED: 2024, SOURCE: JOURNAL OF COMPUTATIONAL SCIENCE, VOLUME: 78
INDEXED IN: Scopus WOS DBLP
Scopus WOS DBLP IN MY: DBLP
DBLP4
TITLE: An Interpretable Human-in-the-Loop Process to Improve Medical Image Classification
AUTHORS: Joana Cristo Santos; Miriam Seoane Santos; Pedro Henriques Abreu;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis, IDA 2024 in Advances in Intelligent Data Analysis XXII - 22nd International Symposium on Intelligent Data Analysis, IDA 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part I, VOLUME: 14641
AUTHORS: Joana Cristo Santos; Miriam Seoane Santos; Pedro Henriques Abreu;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis, IDA 2024 in Advances in Intelligent Data Analysis XXII - 22nd International Symposium on Intelligent Data Analysis, IDA 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part I, VOLUME: 14641
INDEXED IN: Scopus DBLP
Scopus DBLP IN MY: DBLP
DBLP5
TITLE: Automatic Delta-Adjustment Method Applied to Missing Not At Random Imputation
AUTHORS: Ricardo Cardoso Pereira; Pedro Pereira Rodrigues ; Mário A T Figueiredo; Pedro Henriques Abreu;
PUBLISHED: 2023, SOURCE: 23rd International Conference on Computational Science, ICCS 2023 in Computational Science - ICCS 2023 - 23rd International Conference, Prague, Czech Republic, July 3-5, 2023, Proceedings, Part I, VOLUME: 14073
AUTHORS: Ricardo Cardoso Pereira; Pedro Pereira Rodrigues ; Mário A T Figueiredo; Pedro Henriques Abreu;
PUBLISHED: 2023, SOURCE: 23rd International Conference on Computational Science, ICCS 2023 in Computational Science - ICCS 2023 - 23rd International Conference, Prague, Czech Republic, July 3-5, 2023, Proceedings, Part I, VOLUME: 14073
INDEXED IN: Scopus DBLP
Scopus DBLP IN MY: DBLP
DBLP6
TITLE: Interpreting Deep Machine Learning Models: An Easy Guide for Oncologists
AUTHORS: AMORIM, José Pedro; Abreu, Pedro Henriques; Fernandez, Alberto; Reyes, Mauricio; Santos, Joao; Abreu, Miguel Henriques;
PUBLISHED: 2023, SOURCE: IEEE REVIEWS IN BIOMEDICAL ENGINEERING, VOLUME: 16
AUTHORS: AMORIM, José Pedro; Abreu, Pedro Henriques; Fernandez, Alberto; Reyes, Mauricio; Santos, Joao; Abreu, Miguel Henriques;
PUBLISHED: 2023, SOURCE: IEEE REVIEWS IN BIOMEDICAL ENGINEERING, VOLUME: 16
INDEXED IN: WOS
WOS7
TITLE: Interpretability of Machine Intelligence in Medical Image Computing - 5th International Workshop, iMIMIC 2022, Held in Conjunction with MICCAI 2022, Singapore, Singapore, September 22, 2022, Proceedings
AUTHORS: Mauricio Reyes; Pedro Henriques Abreu; Jaime S Cardoso ;
PUBLISHED: 2022, SOURCE: iMIMIC@MICCAI, VOLUME: 13611
AUTHORS: Mauricio Reyes; Pedro Henriques Abreu; Jaime S Cardoso ;
PUBLISHED: 2022, SOURCE: iMIMIC@MICCAI, VOLUME: 13611
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP8
TITLE: FAIR-FATE: Fair Federated Learning with Momentum
AUTHORS: Teresa Salazar; Miguel Fernandes; Helder Araújo; Pedro Henriques Abreu;
PUBLISHED: 2022, SOURCE: CoRR, VOLUME: abs/2209.13678
AUTHORS: Teresa Salazar; Miguel Fernandes; Helder Araújo; Pedro Henriques Abreu;
PUBLISHED: 2022, SOURCE: CoRR, VOLUME: abs/2209.13678
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP9
TITLE: The impact of heterogeneous distance functions on missing data imputation and classification performance
AUTHORS: Santos, Miriam Seoane ; Pedro Henriques Abreu; Alberto Fernández; Julián Luengo; João A M Santos;
PUBLISHED: 2022, SOURCE: Eng. Appl. Artif. Intell., VOLUME: 111
AUTHORS: Santos, Miriam Seoane ; Pedro Henriques Abreu; Alberto Fernández; Julián Luengo; João A M Santos;
PUBLISHED: 2022, SOURCE: Eng. Appl. Artif. Intell., VOLUME: 111
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP10
TITLE: Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data - 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings
AUTHORS: Mauricio Reyes; Pedro Henriques Abreu; Jaime S Cardoso ; Mustafa Hajij; Ghada Zamzmi; Rahul Paul; Lokendra Thakur;
PUBLISHED: 2021, SOURCE: iMIMIC/TDA4MedicalData@MICCAI, VOLUME: 12929
AUTHORS: Mauricio Reyes; Pedro Henriques Abreu; Jaime S Cardoso ; Mustafa Hajij; Ghada Zamzmi; Rahul Paul; Lokendra Thakur;
PUBLISHED: 2021, SOURCE: iMIMIC/TDA4MedicalData@MICCAI, VOLUME: 12929
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP