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TITLE: A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences
AUTHORS: Mara Graziani; Lidia Dutkiewicz; Davide Calvaresi; José Pereira Amorim; Katerina Yordanova; Mor Vered; Rahul Nair; Pedro Henriques Abreu ; Tobias Blanke; Valeria Pulignano; John O Prior; Lode Lauwaert; Wessel Reijers; Adrien Depeursinge; Vincent Andrearczyk; Henning Müller;
PUBLISHED: 2023, SOURCE: Artif. Intell. Rev., VOLUME: 56, ISSUE: 4
INDEXED IN: DBLP
IN MY: DBLP
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TITLE: A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences  Full Text
AUTHORS: Graziani, Mara; Dutkiewicz, Lidia; Calvaresi, Davide; Amorim, Jose Pereira; Yordanova, Katerina; Vered, Mor; Nair, Rahul; Abreu, Pedro Henriques ; Blanke, Tobias; Pulignano, Valeria; Prior, John O.; Lauwaert, Lode; Reijers, Wessel; Depeursinge, Adrien; Andrearczyk, Vincent; Muller, Henning;
PUBLISHED: 2023, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 56, ISSUE: 4
INDEXED IN: Scopus WOS CrossRef: 12
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TITLE: Bone Metastases Detection in Patients with Breast Cancer: Does Bone Scintigraphy Add Information to PET/CT?
AUTHORS: Santos, Joana Cristo; Abreu, Miguel Henriques; Santos, Miriam Seoane ; Duarte, Hugo; Alpoim, Tiago; Prospero, Ines; Sousa, Susana; Abreu, Pedro Henriques ;
PUBLISHED: 2023, SOURCE: ONCOLOGIST, VOLUME: 28, ISSUE: 8
INDEXED IN: Scopus WOS CrossRef: 4
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TITLE: Discovery Science - 26th International Conference, DS 2023, Porto, Portugal, October 9-11, 2023, Proceedings
AUTHORS: Albert Bifet; Ana Carolina Lorena; Rita P Ribeiro ; João Gama ; Pedro H Abreu ;
PUBLISHED: 2023, SOURCE: DS, VOLUME: 14276
INDEXED IN: DBLP
IN MY: DBLP
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TITLE: Evaluating Post-hoc Interpretability with Intrinsic Interpretability
AUTHORS: José Pereira Amorim; Pedro Henriques Abreu ; João A M Santos; Henning Müller;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2305.03002
INDEXED IN: DBLP
IN MY: DBLP
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TITLE: Evaluating the faithfulness of saliency maps in explaining deep learning models using realistic perturbations  Full Text
AUTHORS: Amorim, Jose P.; Abreu, Pedro H. ; Santos, Joao ; Cortes, Marc; Vila, Victor;
PUBLISHED: 2023, SOURCE: INFORMATION PROCESSING & MANAGEMENT, VOLUME: 60, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef: 7
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TITLE: FAIR-FATE: Fair Federated Learning with Momentum
AUTHORS: Teresa Salazar; Miguel Fernandes; Helder Araújo; Pedro Henriques Abreu ;
PUBLISHED: 2023, SOURCE: Computational Science - ICCS 2023 - 23rd International Conference, Prague, Czech Republic, July 3-5, 2023, Proceedings, Part I, VOLUME: 14073
INDEXED IN: DBLP
IN MY: DBLP
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TITLE: FAIR-FATE: Fair Federated Learning with Momentum
AUTHORS: Teresa Salazar; Miguel Fernandes; Helder Araújo; Pedro Henriques Abreu ;
PUBLISHED: 2023, SOURCE: 23rd International Conference on Computational Science, ICCS 2023 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 14073 LNCS
INDEXED IN: Scopus CrossRef: 1
IN MY: ORCID
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TITLE: Interpreting Deep Machine Learning Models: An Easy Guide for Oncologists  Full Text
AUTHORS: Amorim, Jose Pereira; Abreu, Pedro Henriques; Fernandez, Alberto; Reyes, Mauricio; Santos, Joao ; Abreu, Miguel Henriques ;
PUBLISHED: 2023, SOURCE: IEEE REVIEWS IN BIOMEDICAL ENGINEERING, VOLUME: 16
INDEXED IN: Scopus WOS CrossRef: 5
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