@article{cisuc-5773-2019,
author={Miriam Seoane Santos and Ricardo Cardoso Pereira and Costa, A. and Soares, J.P. and Santos, J. and Pedro Henriques Abreu },
title={Generating Synthetic Missing Data: A Review by Missing Mechanism},
journal={IEEE Access},
volume={7},
number={n/a},
pages={11651--11667},
year=2019,
address={n/a},
}
@article{cisuc-5641-2018,
author={Miriam Seoane Santos and Pedro Henriques Abreu and , G.R. and Gárcia-Laencina, P.J. },
title={Improving the Classifier Performance in Motor Imagery Task Classification: What are the steps in the classification process that we should worry about?},
journal={ International Journal of Computational Intelligence Systems},
volume={11},
number={1},
pages={1278--1293},
year=2018,
address={n/a},
}
@article{cisuc-5643-2018,
author={Miriam Seoane Santos and Soares, J.P. and Pedro Henriques Abreu and Araújo, H. and Santos, J. },
title={Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches},
journal={IEEE Computational Intelligence Magazine},
volume={13},
number={4},
pages={59--76},
year=2018,
address={n/a},
}
@article{cisuc-5198-2016,
author={Pedro Henriques Abreu and Miriam Seoane Santos and Abreu, M.H. and Daniel Castro Silva },
title={ Predicting Breast Cancer Recurrence Using Machine Learning Techniques: A Systematic Review},
journal={ACM Computing Surveys (CSUR)},
volume={49},
number={3},
pages={1--40},
year=2016,
address={n/a},
}
@article{cisuc-5197-2015,
author={Miriam Seoane Santos and Pedro Henriques Abreu and Gárcia-Laencina, P.J. and Simão, A. and Carvalho, A. },
title={ A new cluster-based oversampling method for improving survival prediction of hepatocellular carcinoma patients },
journal={Journal of Biomedical Informatics},
volume={58},
number={n/a},
pages={49--59},
year=2015,
address={n/a},
}
@inproceedings{cisuc-5833-2019,
author={Ricardo Cardoso Pereira and Miriam Seoane Santos and Rodrigues, P.P. and Pedro Henriques Abreu },
title={MNAR Imputation with Distributed Healthcare Data},
booktitle={19th EPIA Conference on Artificial Intelligence},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5644-2018,
author={Costa, S. and Miriam Seoane Santos and Pedro Henriques Abreu and Pessoa, T. and Gomes, A. },
title={The role of computer programming as a partner in the English classroom},
booktitle={EdMedia: World Conference on Educational Media and Technology, pp.1113-1122},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5646-2018,
author={Soares, J.P. and Miriam Seoane Santos and Pedro Henriques Abreu and Araújo, H. and Santos, J. },
title={Exploring the Effects of Data Distribution in Missing Data Imputation},
booktitle={International Symposium on Intelligent Data Analysis, pp. 251-263},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5647-2018,
author={Mercier, M. and Miriam Seoane Santos and Pedro Henriques Abreu and Soares, C. and Soares, J.P. and Santos, J. },
title={Analysing the footprint of classifiers in overlapped and imbalanced contexts},
booktitle={International Symposium on Intelligent Data Analysis, pp. 200-212},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5648-2018,
author={Costa, A. and Miriam Seoane Santos and Soares, J.P. and Pedro Henriques Abreu },
title={Missing Data Imputation via Denoising Autoencoders: the untold story},
booktitle={International Symposium on Intelligent Data Analysis, pp. 87-98},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5199-2017,
author={Miriam Seoane Santos and Soares, J.P. and Pedro Henriques Abreu and Santos, J. },
title={ Influence of Data Distribution in Missing Data Imputation},
booktitle={Artificial Intelligence in Medicine in Europe (AIME)},
year=2017,
address={n/a},
}