João António Miranda dos Santos


AuthID: R-000-6SD

Confirmed Publications: 105



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TITLE: The impact of heterogeneous distance functions on missing data imputation and classification performance  Full Text
AUTHORS: Santos, Miriam Seoane ; Abreu, Pedro Henriques ; Fernandez, Alberto; Luengo, Julian; Santos, Joao ;
PUBLISHED: 2022, SOURCE: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, VOLUME: 111
INDEXED IN: Scopus WOS CrossRef: 16
IN MY: ORCID
13
TITLE: An Iterative Algorithm for Semisupervised Classification of Hotspots on Bone Scintigraphies of Patients with Prostate Cancer
AUTHORS: Providencia, L; Inês Domingues ; Santos, J ;
PUBLISHED: 2021, SOURCE: JOURNAL OF IMAGING, VOLUME: 7, ISSUE: 8
INDEXED IN: WOS CrossRef: 3
IN MY: ORCID | CIÊNCIAVITAE
14
TITLE: An Iterative Algorithm for Semisupervised Classification of Hotspots on Bone Scintigraphies of Patients with Prostate Cancer
AUTHORS: Laura Providência; Inês Domingues ; João Santos ;
PUBLISHED: 2021, SOURCE: J. Imaging, VOLUME: 7, ISSUE: 8
INDEXED IN: Scopus DBLP
IN MY: ORCID | CIÊNCIAVITAE
15
TITLE: Prostate Cancer Aggressiveness Prediction Using CT Images  Full Text
AUTHORS: Mendes, B; Inês Domingues ; Silva, A; Santos, J ;
PUBLISHED: 2021, SOURCE: LIFE-BASEL, VOLUME: 11, ISSUE: 11
INDEXED IN: Scopus WOS CrossRef: 6
IN MY: ORCID | CIÊNCIAVITAE
16
TITLE: Assessing the Impact of Distance Functions on K-Nearest Neighbours Imputation of Biomedical Datasets
AUTHORS: Miriam Seoane Santos ; Pedro H Abreu ; Szymon Wilk; João A M Santos ;
PUBLISHED: 2020, SOURCE: 18th International Conference on Artificial Intelligence in Medicine, AIME 2020 in Artificial Intelligence in Medicine - 18th International Conference on Artificial Intelligence in Medicine, AIME 2020, Minneapolis, MN, USA, August 25-28, 2020, Proceedings, VOLUME: 12299
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | CIÊNCIAVITAE
17
TITLE: Classification of oesophagic early-stage cancers: deep learning versus traditional learning approaches
AUTHORS: Ferreira, J; Inês Domingues ; Sousa, O; Sampaio, IL; Santos, JAM ;
PUBLISHED: 2020, SOURCE: 20th IEEE International Conference on Bioinformatics and Bioengineering (BIBE) in 2020 IEEE 20TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOENGINEERING (BIBE 2020)
INDEXED IN: Scopus WOS DBLP CrossRef: 6
IN MY: ORCID | CIÊNCIAVITAE
18
TITLE: Evaluation of the Portuguese population exposure to ionizing radiation due to x-ray and nuclear medicine procedures from 2013 to 2017  Full Text
AUTHORS: Teles, P ; Trincao, M; Alves, F; Antunes, V; Calado, D; Cantinho, G; Carvalho, AL; Domingues, A; Geao, A; Godinho, F; Isidoro, J; Lanca, I; Libano, L; Loureiro, MF; Macedo, R; Moreira, R; Neves, D; Pereira, E; Pereira, J; Pereira, H; Marinhom, AP; Pintao, S; Robalo, J; Santos, J ; Santos, JAM; Silva, M; Silveira, J; Simaozinho, P; Teixeira, S; Vale, J; Vaz, AF; Vaz, P; ...More
PUBLISHED: 2020, SOURCE: 3rd International Conference on Dosimetry and its Applications (ICDA) in RADIATION PHYSICS AND CHEMISTRY, VOLUME: 172
INDEXED IN: Scopus WOS CrossRef: 8
IN MY: ORCID | CIÊNCIAVITAE
19
TITLE: Interpretability vs. Complexity: The Friction in Deep Neural Networks
AUTHORS: Amorim, JP; Abreu, PH ; Reyes, M; Santos, J ;
PUBLISHED: 2020, SOURCE: 2020 International Joint Conference on Neural Networks, IJCNN 2020 in Proceedings of the International Joint Conference on Neural Networks
INDEXED IN: Scopus CrossRef: 7
IN MY: ORCID | CIÊNCIAVITAE
20
TITLE: Interpretability vs. Complexity: The Friction in Deep Neural Networks
AUTHORS: Amorim, JP; Abreu, PH ; Reyes, M; Santos, J ;
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: WOS DBLP
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