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TITLE: Private Data Incrementalization: Data-Centric Model Development for Clinical Liver Segmentation
AUTHORS: Batista, Stephanie; Miguel Couceiro; Filipe, Ricardo; Rachinhas, Paulo; Isidoro, Jorge; Domingues, Ines;
PUBLISHED: 2025, SOURCE: BIOENGINEERING-BASEL, VOLUME: 12, ISSUE: 5
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
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TITLE: A preprocessing Shapley value-based approach to detect relevant and disparity prone features in machine learning
AUTHORS: Pelegrina, Guilherme Dean; Miguel Couceiro; Duarte, Leonardo Tomazeli;
PUBLISHED: 2024, SOURCE: 6th ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT) in PROCEEDINGS OF THE 2024 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, ACM FACCT 2024
INDEXED IN: Scopus WOS
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TITLE: Preface to the special issue on analogies: from mathematical foundations to applications and interactions with ML and AI  Full Text
AUTHORS: Miguel Couceiro; Marquer, Esteban; Monnin, Pierre; Murena, Pierre Alexandre;
PUBLISHED: 2024, SOURCE: ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE
INDEXED IN: Scopus WOS