| 2020 |
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M. S. Santos, P. H. Abreu, S. Wilk, J. Santos
Assessing the impact of distance functions on k-nearest neighbours imputation of biomedical datasets
Conference on Artificial Intelligence in Medicine in Europe (AIME)
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M. S. Santos, P. H. Abreu, S. Wilk, J. Santos
How Distance Metrics influence Missing Data Imputation with k-Nearest Neighbours
Pattern Recognition Letters
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A. J. Costa, M. S. Santos, C. Soares, P. H. Abreu
Analysis of Imbalance Strategies Recommendation using a Meta-Learning Approach
7th ICML Workshop on Automated Machine Learning (AutoML@ICML2020)
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J. C. Santos, M. H. Abreu, M. S. Santos, H. Duarte, T. Alpoim, S. Sousa, P. H. Abreu
Bone scintigraphy and PET-CT: A necessary alliance for bone metastasis detection in breast cancer?
Journal of Clinical Oncology
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| 2019 |
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M. S. Santos, R. C. Pereira, A. F. Costa, J. P. Soares, J. Santos, P. H. Abreu
Generating Synthetic Missing Data: A Review by Missing Mechanism
IEEE Access
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| 2018 |
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M. S. Santos, J. P. Soares, P. H. Abreu, H. Araújo, J. Santos
Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches
IEEE Computational Magazine
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M. Mercier, M. S. Santos, P. H. Abreu, G. C. Soares, J. P. Soares, J. Santos
Analysing the Footprint of Classifiers in Overlapped and Imbalanced Contexts
International
Symposium on Intelligent Data Analysis (IDA)
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A. F. Costa, M. S. Santos, J. P. Soares, P. H. Abreu
Missing Data Imputation via Denoising Autoencoders: The Untold Story
International
Symposium on Intelligent Data Analysis (IDA)
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J. P. Soares, M. S. Santos, P. H. Abreu, H. Araújo, J. Santos
Exploring the Effects of Data Distribution in Missing Data Imputation
International
Symposium on Intelligent Data Analysis (IDA)
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M. S. Santos, P. H. Abreu, G. Rodríguez-Bermúdez, P. J. García-Laencina
Improving the Classifier Performance in Motor Imagery Task Classification: What are the steps in the classification process that we should worry about?
International Journal of Computational Intelligence Systems
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S. Costa, M. Santos, P. Abreu, T. Pessoa, A. Gomes
The role of computer programming as a partner in the English classroom
EdMedia+ Innovate Learning
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| 2017 |
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M. S. Santos, J. P. Soares, P. H. Abreu, J. A. Santos
Influence of Data Distribution in Missing Data Imputation
Conference on Artificial Intelligence in Medicine in Europe (AIME)
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| 2016 |
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P. H. Abreu, M. S. Santos, M. H. Abreu, D. C. Silva
Predicting Breast Cancer Recurrence Using Machine Learning Techniques: A Systematic Review
ACM Computing Surveys
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| 2015 |
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M. S. Santos, P. H. Abreu, P. J. Garcia-Laencina, A. Simão, A. Carvalho
A new cluster-based oversampling method for improving survival prediction of hepatocellular carcinoma patients
Journal of Biomedical Informatics
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M. Santos, A. Araújo, S. Barbeiro, F. Caramelo, A. Correia, M. Marques, L. Pinto, P. Serranho, R. Bernardes, M. Morgado
Simulation of cellular changes on Optical Coherence Tomography of human retina
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
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M. Santos, A. Araújo, S. Barbeiro, F. Caramelo, A. Correia, M. Marques, M.Morgado, L. Pinto, P. Serranho, R. Bernardes
Maxwell's equation based 3D model of light scattering in the retina
IEEE 4th Portuguese Meeting on Bioengineering (ENBENG)
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