Suivre
Miriam Seoane Santos
Titre
Citée par
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Année
Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches [Research Frontier]
MS Santos, JP Soares, PH Abreu, H Araujo, J Santos
IEEE Computational Intelligence Magazine 13 (4), 59-76, 2018
3412018
A new cluster-based oversampling method for improving survival prediction of hepatocellular carcinoma patients
MS Santos, PH Abreu, PJ García-Laencina, A Simão, A Carvalho
Journal of biomedical informatics 58, 49-59, 2015
2062015
Predicting Breast Cancer Recurrence Using Machine Learning Techniques: A Systematic Review
PH Abreu, MS Santos, MH Abreu, B Andrade, DC Silva
ACM Computing Surveys (CSUR) 49 (3), 52, 2016
1452016
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
832019
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
532020
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
512022
Missing data imputation via denoising autoencoders: the untold story
AF Costa, MS Santos, JP Soares, PH Abreu
Advances in Intelligent Data Analysis XVII: 17th International Symposium …, 2018
492018
Influence of Data Distribution in Missing Data Imputation
MS Santos, JP Soares, PH Abreu, H Araújo, J Santos
Conference on Artificial Intelligence in Medicine in Europe, 285-294, 2017
322017
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
282023
How Distance Metrics influence Missing Data Imputation with k-Nearest Neighbours
MS Santos, PH Abreu, S Wilk, J Santos
Pattern Recognition Letters, 2020
282020
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
172021
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
172015
Analysing the Footprint of Classifiers in Overlapped and Imbalanced Contexts
M Mercier, MS Santos, PH Abreu, C Soares, JP Soares, J Santos
International Symposium on Intelligent Data Analysis, 200-212, 2018
102018
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
82022
Analysis of imbalance strategies recommendation using a meta-learning approach
AJ Costa, MS Santos, C Soares, PH Abreu
7th ICML workshop on automated machine learning (AutoML-ICML2020), 1-10, 2020
82020
Exploring the Effects of Data Distribution in Missing Data Imputation
JP Soares, MS Santos, PH Abreu, H Araújo, J Santos
International Symposium on Intelligent Data Analysis, 251-263, 2018
72018
Improving the Classifier Performance in Motor Imagery Task Classification: What are the steps in the classification process that we should worry about?
MS Santos, PH Abreu, G Rodríguez-Bermúdez, PJ García-Læncina
International Journal of Computational Intelligence Systems 11 (1), 1278-1293, 2018
62018
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
42023
MNAR imputation with distributed healthcare data
RC Pereira, MS Santos, PP Rodrigues, PH Abreu
Progress in Artificial Intelligence: 19th EPIA Conference on Artificial …, 2019
42019
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
32015
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