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 | 37 | 2019 |
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 | 7 | 2020 |
VAE-BRIDGE: Variational Autoencoder Filter for Bayesian Ridge Imputation of Missing Data RC Pereira, PH Abreu, PP Rodrigues 2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020 | 5 | 2020 |
MNAR Imputation with Distributed Healthcare Data RC Pereira, MS Santos, PP Rodrigues, PH Abreu 19th EPIA Conference on Artificial Intelligence (EPIA 2019), 184-195, 2019 | 3 | 2019 |
Missing Image Data Imputation using Variational Autoencoders with Weighted Loss RC Pereira, JC Santos, JP Amorim, PP Rodrigues, PH Abreu 28th European Symposium on Artificial Neural Networks, Computational …, 2020 | 1 | 2020 |
A Data Visualization Approach for Intersection Analysis using AIS Data RC Pereira, PH Abreu, E Polisciuc, P Machado 14th International Joint Conference on Computer Vision, Imaging and Computer …, 2019 | | 2019 |