Influence of Data Distribution in Missing Data Imputation. - Miriam Seoane Santos; Jastin Pompeu Soares; Pedro Henriques Abreu; Hélder Araújo; João A. M. Santos (AIME, 2017)

Missing Data Imputation via Denoising Autoencoders: The Untold Story. - Adriana Fonseca Costa; Miriam Seoane Santos; Jastin Pompeu Soares; Pedro Henriques Abreu (IDA, 2018)

Analysing the Footprint of Classifiers in Overlapped and Imbalanced Contexts. - Marta Mercier; Miriam Seoane Santos; Pedro H. Abreu; Carlos Soares; Jastin Pompeu Soares; João A. M. Santos (IDA, 2018)

Exploring the Effects of Data Distribution in Missing Data Imputation. - Jastin Pompeu Soares; Miriam Seoane Santos; Pedro Henriques Abreu; Hélder Araújo; João A. M. Santos (IDA, 2018)

Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches [Research Frontier]. - Miriam Seoane Santos; Jastin Pompeu Soares; Pedro Henriques Abreu; Hélder Araújo; João A. M. Santos (IEEE Comput. Intell. Mag., 2018)

Generating Synthetic Missing Data: A Review by Missing Mechanism. - Miriam Seoane Santos; Ricardo Cardoso Pereira; Adriana Fonseca Costa; Jastin Pompeu Soares; João A. M. Santos; Pedro Henriques Abreu (IEEE Access, 2019)