Articles with public access mandates - Miriam Seoane SantosLearn more
Available somewhere: 12
Generating Synthetic Missing Data: A Review by Missing Mechanism
MS Santos, RC Pereira, AF Costa, JP Soares, J Santos, PH Abreu
IEEE Access 7, 11651-11667, 2019
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes
RC Pereira, MS Santos, PP Rodrigues, PH Abreu
Journal of Artificial Intelligence Research 69, 1255-1285, 2020
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
On the joint-effect of class imbalance and overlap: a critical review
MS Santos, PH Abreu, N Japkowicz, A Fernández, C Soares, S Wilk, ...
Artificial Intelligence Review 55 (8), 6207-6275, 2022
Mandates: Fundação para a Ciência e a Tecnologia, Portugal, Government of Spain
A unifying view of class overlap and imbalance: Key concepts, multi-view panorama, and open avenues for research
MS Santos, PH Abreu, N Japkowicz, A Fernández, J Santos
Information Fusion 89, 228-253, 2023
Mandates: Fundação para a Ciência e a Tecnologia, Portugal, Government of Spain
How Distance Metrics influence Missing Data Imputation with k-Nearest Neighbours
MS Santos, PH Abreu, S Wilk, J Santos
Pattern Recognition Letters, 2020
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
FAWOS: Fairness-Aware Oversampling Algorithm Based on Distributions of Sensitive Attributes
T Salazar, MS Santos, H Araújo, PH Abreu
IEEE Access 9, 81370-81379, 2021
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Simulation of cellular changes on optical coherence tomography of human retina
M Santos, A Araújo, S Barbeiro, F Caramelo, A Correia, MI Marques, ...
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
The impact of heterogeneous distance functions on missing data imputation and classification performance
MS Santos, PH Abreu, A Fernández, J Luengo, J Santos
Engineering Applications of Artificial Intelligence 111, 104791, 2022
Mandates: Fundação para a Ciência e a Tecnologia, Portugal, Government of Spain
Bone Metastases Detection in Patients with Breast Cancer: Does Bone Scintigraphy Add Information to PET/CT?
J Cristo Santos, M Henriques Abreu, M Seoane Santos, H Duarte, ...
The Oncologist, oyad087, 2023
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Maxwell's equations based 3d model of light scattering in the retina
M Santos, A Araújo, S Barbeiro, F Caramelo, A Correia, MI Marques, ...
2015 IEEE 4th Portuguese Meeting on Bioengineering (ENBENG), 1-5, 2015
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
The identification of cancer lesions in mammography images with missing pixels: analysis of morphology
JC Santos, PH Abreu, MS Santos
2022 IEEE 9th International Conference on Data Science and Advanced …, 2022
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Assessing the impact of distance functions on k-nearest neighbours imputation of biomedical datasets
MS Santos, PH Abreu, S Wilk, J Santos
Artificial Intelligence in Medicine: 18th International Conference on …, 2020
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
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