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TITLE: A survey on group fairness in federated learning: challenges, taxonomy of solutions and directions for future research  Full Text
AUTHORS: Salazar, Teresa; Araujo, Helder; Cano, Alberto; Abreu, Pedro Henriques ;
PUBLISHED: 2026, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 59, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef: 2
2
TITLE: GEPFNet: A group equivariant feature extraction with parallel fusion neural network for solar photovoltaic fault classification
AUTHORS: Guo, Jielong; Ng, Benjamin K.; Lam, Chan Tong; Abreu, Pedro Henriques ;
PUBLISHED: 2026, SOURCE: INFORMATION FUSION, VOLUME: 129
INDEXED IN: Scopus WOS DBLP CrossRef
3
TITLE: LogicMix: Sample mixing data augmentation for multi-label image classification with partial labels
AUTHORS: Chong, Chak Fong; Guo, Jielong; Yang, Xu; Ke, Wei; Abreu, Pedro Henriques ; Wang, Yapeng; Im, Sio Kei;
PUBLISHED: 2026, SOURCE: PATTERN RECOGNITION, VOLUME: 171
INDEXED IN: Scopus WOS DBLP CrossRef: 4
IN MY: DBLP
4
TITLE: mlcpl: A python package for deep multi-label image classification with partial-labels on PyTorch  Full Text
AUTHORS: Chong, Chak Fong; Yang, Xu; Wang, Yapeng; Abreu, Pedro Henriques ;
PUBLISHED: 2026, SOURCE: NEUROCOMPUTING, VOLUME: 670
INDEXED IN: Scopus WOS DBLP CrossRef
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TITLE: Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning
AUTHORS: Salazar, Teresa; Gama, Joao ; Araujo, Helder; Abreu, Pedro Henriques ;
PUBLISHED: 2026, SOURCE: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, VOLUME: 37, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: DBLP
6
TITLE: A Label Propagation Approach for Missing Data Imputation
AUTHORS: Loyola Lopes, Filipe; Dantas Mangussi, Arthur; Cardoso Pereira, Ricardo; Seoane Santos, Miriam ; Henriques Abreu, Pedro ; Carolina Lorena, Ana;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13
INDEXED IN: Scopus WOS DBLP CrossRef: 3
IN MY: DBLP
7
TITLE: A Systematic Review and Comparison of Calibration Techniques for UWB Localization Anchors
AUTHORS: Simoes, Sancho Amaral; Araujo, Helder; Abreu, Pedro Henriques ;
PUBLISHED: 2025, SOURCE: 9th 8th International Young Engineers Forum on Electrical and Computer Engineering-YEF-ECE in 2025 9TH INTERNATIONAL YOUNG ENGINEERS FORUM ON ELECTRICAL AND COMPUTER ENGINEERING, YEF-ECE
INDEXED IN: Scopus WOS CrossRef
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TITLE: Assessing Adversarial Effects of Noise in Missing Data Imputation
AUTHORS: Mangussi, Arthur Dantas; Pereira, Ricardo Cardoso; Abreu, Pedro Henriques ; Lorena, Ana Carolina;
PUBLISHED: 2025, SOURCE: 34th Brazilian Conference on Intelligent Systems in INTELLIGENT SYSTEMS, BRACIS 2024, PT I, VOLUME: 15412
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: DBLP
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TITLE: Category-wise Fine-Tuning: Resisting incorrect pseudo-labels in multi-label image classification with partial labels
AUTHORS: Chong, Chak Fong; Fang, Xinyi; Guo, Jielong; Abreu, Pedro Henriques ; Wang, Yapeng; Yang, Xu; Kea, Wei; Im, Sio Kei;
PUBLISHED: 2025, SOURCE: NEUROCOMPUTING, VOLUME: 647
INDEXED IN: Scopus WOS DBLP CrossRef: 2
IN MY: DBLP
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TITLE: Guidelines for designing visualization tools for group fairness analysis in binary classification
AUTHORS: Cruz, Antonio; Salazar, Teresa; Carvalho, Manuel; Maçãs, Catarina; Machado, Penousal ; Abreu, Pedro Henriques ;
PUBLISHED: 2025, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 58, ISSUE: 6
INDEXED IN: Scopus WOS DBLP CrossRef: 2
IN MY: DBLP
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