51
TITLE: Interpretable and Annotation-Efficient Learning for Medical Image Computing - Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings
AUTHORS: Jaime S Cardoso ; Hien Van Nguyen; Nicholas Heller; Pedro Henriques Abreu ; Ivana Isgum; Wilson Silva; Ricardo Cruz; José Pereira Amorim; Vishal Patel; Badri Roysam; Kevin K Zhou; Steve B Jiang; Ngan Le; Khoa Luu; Raphael Sznitman; Veronika Cheplygina; Diana Mateus; Emanuele Trucco; Samaneh Abbasi Sureshjani;
PUBLISHED: 2020, SOURCE: iMIMIC/MIL3ID/LABELS@MICCAI, VOLUME: 12446
INDEXED IN: DBLP
IN MY: DBLP
52
TITLE: Missing Image Data Imputation using Variational Autoencoders with Weighted Loss
AUTHORS: Ricardo Cardoso Pereira ; Joana Cristo Santos; José Pereira Amorim; Pedro Pereira Rodrigues ; Pedro Henriques Abreu ;
PUBLISHED: 2020, SOURCE: ESANN
INDEXED IN: Scopus DBLP
54
TITLE: Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes  Full Text
AUTHORS: Pereira, RC ; Santos, MS ; Rodrigues, PP ; Abreu, PH ;
PUBLISHED: 2020, SOURCE: JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, VOLUME: 69
INDEXED IN: Scopus WOS CrossRef: 65 Unpaywall
55
TITLE: Using deep learning techniques in medical imaging: a systematic review of applications on CT and PET  Full Text
AUTHORS: Inês Domingues ; Pereira, G; Martins, P; Duarte, H; Santos, J ; Abreu, PH ;
PUBLISHED: 2020, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 53, ISSUE: 6
INDEXED IN: Scopus WOS DBLP CrossRef: 139
56
TITLE: VAE-BRIDGE: Variational Autoencoder Filter for Bayesian Ridge Imputation of Missing Data
AUTHORS: Pereira, RC ; Abreu, PH ; Rodrigues, PP ;
PUBLISHED: 2020, SOURCE: International Joint Conference on Neural Networks (IJCNN) held as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI) in 2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 5
INDEXED IN: Scopus WOS DBLP CrossRef: 3 Unpaywall
57
TITLE: A Data Visualization Approach for Intersection Analysis using AIS Data
AUTHORS: Ricardo Cardoso Pereira ; Pedro Henriques Abreu ; Evgheni Polisciuc; Penousal Machado ;
PUBLISHED: 2019, SOURCE: Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2019, Volume 3: IVAPP, Prague, Czech Republic, February 25-27, 2019.
INDEXED IN: DBLP
IN MY: DBLP
58
TITLE: A Data Visualization Approach for Intersection Analysis using AIS Data
AUTHORS: Pereira, R ; Abreu, P ; Polisciuc, E; Machado, P ;
PUBLISHED: 2019, SOURCE: 10th International Conference on Information Visualization Theory and Applications, IVAPP 2019 - Part of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2019 in PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS - VOL 3: IVAPP
INDEXED IN: Scopus WOS CrossRef Unpaywall
59
TITLE: An Iterative Oversampling Approach for Ordinal Classification
AUTHORS: Marques, F; Duarte, H; Santos, J ; Inês Domingues ; Amorim, JP; Abreu, PH ;
PUBLISHED: 2019, SOURCE: 34th ACM/SIGAPP Annual International Symposium on Applied Computing (SAC) in SAC '19: PROCEEDINGS OF THE 34TH ACM/SIGAPP SYMPOSIUM ON APPLIED COMPUTING, VOLUME: Part F147772
INDEXED IN: Scopus WOS DBLP CrossRef: 8
IN MY: ORCID
60
TITLE: Analyzing the Footprint of Classifiers in Adversarial Denial of Service Contexts
AUTHORS: Nuno Martins; José Magalhães Cruz; Tiago Cruz; Pedro Henriques Abreu ;
PUBLISHED: 2019, SOURCE: Progress in Artificial Intelligence, 19th EPIA Conference on Artificial Intelligence, EPIA 2019, Vila Real, Portugal, September 3-6, 2019, Proceedings, Part II., VOLUME: 11805
INDEXED IN: DBLP
IN MY: DBLP
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