11
TITLE: A Survey on Group Fairness in Federated Learning: Challenges, Taxonomy of Solutions and Directions for Future Research
AUTHORS: Teresa Salazar; Helder Araújo; Alberto Cano; Pedro Henriques Abreu ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2410.03855
INDEXED IN: DBLP
IN MY: DBLP
12
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: 2
13
TITLE: Call for Papers: Data Generation in Healthcare Environments  Full Text
AUTHORS: Pereira, Ricardo Cardoso; Rodrigues, Pedro Pereira; Moreira, Irina Sousa; Abreu, Pedro Henriques ;
PUBLISHED: 2024, SOURCE: JOURNAL OF BIOMEDICAL INFORMATICS, VOLUME: 159
INDEXED IN: Scopus WOS DBLP
IN MY: DBLP
14
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
15
TITLE: Data-Centric Federated Learning for Anomaly Detection in Smart Grids and Other Industrial Control Systems  Full Text
AUTHORS: Dylan Perdigão; Cruz, Tiago; Simoes, Paulo; Abreu, Pedro Henriques ;
PUBLISHED: 2024, SOURCE: IEEE/IFIP Network Operations and Management Symposium (NOMS) in PROCEEDINGS OF 2024 IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM, NOMS 2024
INDEXED IN: Scopus WOS CrossRef
16
TITLE: Enhancing mammography: a comprehensive review of computer methods for improving image quality
AUTHORS: Santos, Joana Cristo; Santos, Miriam Seoane ; Abreu, Pedro Henriques ;
PUBLISHED: 2024, SOURCE: PROGRESS IN BIOMEDICAL ENGINEERING, VOLUME: 6, ISSUE: 4
INDEXED IN: Scopus WOS CrossRef: 1
18
TITLE: Reconstruction of Mammography Projections using Image-to-Image Translation Techniques
AUTHORS: Joana Cristo Santos; Miriam Seoane Santos ; Pedro Henriques Abreu ;
PUBLISHED: 2024, SOURCE: 32nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2024, Bruges, Belgium, October 9-11, 2024
INDEXED IN: DBLP
IN MY: DBLP
19
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: 3 Unpaywall
IN MY: DBLP
20
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
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