1
TITLE: An Interpretable Human-in-the-Loop Process to Improve Medical Image Classification
AUTHORS: Santos, Joana Cristo; Santos, Miriam Seoane ; Abreu, Pedro Henriques ;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXII, PT I, IDA 2024, VOLUME: 14641
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
2
TITLE: Data-Centric Federated Learning for Anomaly Detection in Smart Grids and Other Industrial Control Systems
AUTHORS: Dylan Perdigão; Tiago Cruz; Paulo Simões; Pedro Henriques Abreu ;
PUBLISHED: 2024, SOURCE: NOMS 2024 IEEE Network Operations and Management Symposium, Seoul, Republic of Korea, May 6-10, 2024
INDEXED IN: DBLP
IN MY: DBLP
3
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
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
IN MY: ORCID | DBLP
4
TITLE: Siamese Autoencoder Architecture for the Imputation of Data Missing Not at Random  Full Text
AUTHORS: Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques ; Rodrigues, Pedro Pereira ;
PUBLISHED: 2024, SOURCE: JOURNAL OF COMPUTATIONAL SCIENCE, VOLUME: 78
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
IN MY: DBLP
5
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
INDEXED IN: DBLP
IN MY: DBLP
6
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: 29
7
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
9
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
INDEXED IN: Scopus DBLP CrossRef Unpaywall
IN MY: DBLP
10
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: 7
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