Seguir
Ricardo Cardoso Pereira
Título
Citado por
Citado por
Ano
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
Partial Multiple Imputation with Variational Autoencoders: Tackling Not at Randomness in Healthcare Data
RC Pereira, PH Abreu, PP Rodrigues
IEEE Journal of Biomedical and Health Informatics, 2022
112022
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
102020
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
42019
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
32020
ydata-profiling: Accelerating data-centric AI with high-quality data
F Clemente, GM Ribeiro, A Quemy, MS Santos, RC Pereira, A Barros
Neurocomputing, 126585, 2023
12023
Siamese Autoencoder-Based Approach for Missing Data Imputation
RC Pereira, PH Abreu, PP Rodrigues
23rd International Conference on Computational Science (ICCS 2023) 14073, 33-46, 2023
12023
Imputation of data Missing Not at Random: Artificial generation and benchmark analysis
RC Pereira, PH Abreu, PP Rodrigues, MAT Figueiredo
Expert Systems with Applications, 123654, 2024
2024
Automatic Delta-Adjustment Method Applied to Missing Not At Random Imputation
RC Pereira, PP Rodrigues, MAT Figueiredo, PH Abreu
23rd International Conference on Computational Science (ICCS 2023) 14073 …, 2023
2023
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
O sistema não pode efectuar a operação agora. Tente mais tarde.
Artigos 1–11