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
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DBLP2
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
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DBLP3
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
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DBLP4
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
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DBLP5
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
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DBLP6
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
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DBLP7
TITLE: FAWOS: Fairness-Aware Oversampling Algorithm Based on Distributions of Sensitive Attributes
AUTHORS: Teresa Salazar; Santos, Miriam Seoane ; Helder Araújo; Pedro Henriques Abreu;
PUBLISHED: 2021, SOURCE: IEEE Access, VOLUME: 9
AUTHORS: Teresa Salazar; Santos, Miriam Seoane ; Helder Araújo; Pedro Henriques Abreu;
PUBLISHED: 2021, SOURCE: IEEE Access, VOLUME: 9
INDEXED IN: DBLP
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DBLP8
TITLE: Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes
AUTHORS: Ricardo Cardoso Pereira; Santos, Miriam Seoane ; Pedro Pereira Rodrigues ; Pedro Henriques Abreu;
PUBLISHED: 2020, SOURCE: J. Artif. Intell. Res., VOLUME: 69
AUTHORS: Ricardo Cardoso Pereira; Santos, Miriam Seoane ; Pedro Pereira Rodrigues ; Pedro Henriques Abreu;
PUBLISHED: 2020, SOURCE: J. Artif. Intell. Res., VOLUME: 69
INDEXED IN: DBLP
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DBLP9
TITLE: Interpretable and Annotation-Efficient Learning for Medical Image Computing - Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings
AUTHORS: Jaime S Cardoso ; Hien Van Nguyen; Nicholas Heller; Pedro Henriques Abreu; Ivana Isgum; Wilson Silva; Ricardo Cruz; José Pereira Amorim; Vishal Patel; Badri Roysam; Kevin K Zhou; Steve B Jiang; Ngan Le; Khoa Luu; Raphael Sznitman; Veronika Cheplygina; Diana Mateus; Emanuele Trucco; Samaneh Abbasi Sureshjani;
PUBLISHED: 2020, SOURCE: iMIMIC/MIL3ID/LABELS@MICCAI, VOLUME: 12446
AUTHORS: Jaime S Cardoso ; Hien Van Nguyen; Nicholas Heller; Pedro Henriques Abreu; Ivana Isgum; Wilson Silva; Ricardo Cruz; José Pereira Amorim; Vishal Patel; Badri Roysam; Kevin K Zhou; Steve B Jiang; Ngan Le; Khoa Luu; Raphael Sznitman; Veronika Cheplygina; Diana Mateus; Emanuele Trucco; Samaneh Abbasi Sureshjani;
PUBLISHED: 2020, SOURCE: iMIMIC/MIL3ID/LABELS@MICCAI, VOLUME: 12446
INDEXED IN: DBLP
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DBLP10
TITLE: Adversarial Machine Learning Applied to Intrusion and Malware Scenarios: A Systematic Review
AUTHORS: Nuno Martins; José Magalhães Cruz; Tiago Cruz; Pedro Henriques Abreu;
PUBLISHED: 2020, SOURCE: IEEE Access, VOLUME: 8
AUTHORS: Nuno Martins; José Magalhães Cruz; Tiago Cruz; Pedro Henriques Abreu;
PUBLISHED: 2020, SOURCE: IEEE Access, VOLUME: 8
INDEXED IN: DBLP
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