Pedro Manuel Henriques da Cunha Abreu


AuthID: R-000-EW8

Confirmed Publications: 104



31
TITLE: Missing Image Data Imputation using Variational Autoencoders with Weighted Loss PDF
AUTHORS: Ricardo Cardoso Pereira; Joana Cristo Santos; José Pereira Amorim; Pedro Pereira Rodrigues ; Pedro Henriques Abreu ;
PUBLISHED: 2020, SOURCE: 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2020 in 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2020, Bruges, Belgium, October 2-4, 2020
INDEXED IN: Scopus DBLP
IN MY: DBLP
32
TITLE: Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes  Full Text
AUTHORS: Pereira, RC; Santos, Miriam Seoane ; Rodrigues, PP ; Abreu, PH ;
PUBLISHED: 2020, SOURCE: JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, VOLUME: 69
INDEXED IN: Scopus WOS CrossRef: 29
IN MY: ORCID
33
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: 92
IN MY: ORCID | DBLP
34
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)
INDEXED IN: Scopus WOS DBLP CrossRef: 3
IN MY: ORCID | DBLP
35
TITLE: A data visualization approach for intersection analysis using AIS data
AUTHORS: Pereira, RC; Abreu, PH ; 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 VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
INDEXED IN: Scopus CrossRef
36
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: 6
IN MY: ORCID | DBLP
37
TITLE: Autonomous agents and multi-agent systems applied in healthcare  Full Text
AUTHORS: Montagna, S; Silva, DC ; Abreu, PH ; Ito, M; Schumacher, MI; Vargiu, E;
PUBLISHED: 2019, SOURCE: ARTIFICIAL INTELLIGENCE IN MEDICINE, VOLUME: 96
INDEXED IN: Scopus WOS DBLP CrossRef: 6
IN MY: ORCID | DBLP
38
TITLE: Computer Vision in Esophageal Cancer: A Literature Review
AUTHORS: Inês Domingues ; Sampaio, IL; Duarte, H; Santos, JAM ; Abreu, PH ;
PUBLISHED: 2019, SOURCE: IEEE ACCESS, VOLUME: 7
INDEXED IN: Scopus WOS CrossRef: 13
IN MY: ORCID
39
TITLE: Denial of service attacks: Detecting the frailties of machine learning algorithms in the classification process
AUTHORS: Frazão, I; Abreu, PH ; Cruz, T; Araújo, H; Simões, P;
PUBLISHED: 2019, SOURCE: 13th International Conference on Critical Information Infrastructures Security, CRITIS 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11260 LNCS
INDEXED IN: Scopus
40
TITLE: Generating Synthetic Missing Data: A Review by Missing Mechanism
AUTHORS: Santos, Miriam Seoane ; Pereira, RC; Costa, AF; Soares, JP; Santos, J ; Abreu, PH ;
PUBLISHED: 2019, SOURCE: IEEE ACCESS, VOLUME: 7
INDEXED IN: Scopus WOS CrossRef: 46
IN MY: ORCID
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