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ORCIDRicardo Cardoso Pereira
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2020 – today
- 2024
[j6]Ricardo Cardoso Pereira
, Pedro Henriques Abreu, Pedro Pereira Rodrigues, Mário A. T. Figueiredo:
Imputation of data Missing Not at Random: Artificial generation and benchmark analysis. Expert Syst. Appl. 249: 123654 (2024)- [j5]Ricardo Cardoso Pereira, Pedro Henriques Abreu, Pedro Pereira Rodrigues:
Siamese Autoencoder Architecture for the Imputation of Data Missing Not at Random. J. Comput. Sci. 78: 102269 (2024) - 2023
- [j4]Fabiana Clemente, Gonçalo Martins Ribeiro, Alexandre Quemy, Miriam Seoane Santos, Ricardo Cardoso Pereira, Alex Barros:
ydata-profiling: Accelerating data-centric AI with high-quality data. Neurocomputing 554: 126585 (2023) - [c6]Ricardo Cardoso Pereira, Pedro Henriques Abreu, Pedro Pereira Rodrigues:
Siamese Autoencoder-Based Approach for Missing Data Imputation. ICCS (1) 2023: 33-46 - [c5]Ricardo Cardoso Pereira, Pedro Pereira Rodrigues, Mário A. T. Figueiredo, Pedro Henriques Abreu:
Automatic Delta-Adjustment Method Applied to Missing Not At Random Imputation. ICCS (1) 2023: 481-493 - 2022
- [j3]Ricardo Cardoso Pereira, Pedro Henriques Abreu, Pedro Pereira Rodrigues:
Partial Multiple Imputation With Variational Autoencoders: Tackling Not at Randomness in Healthcare Data. IEEE J. Biomed. Health Informatics 26(8): 4218-4227 (2022) - 2020
- [j2]Ricardo Cardoso Pereira, Miriam Seoane Santos, Pedro Pereira Rodrigues, Pedro Henriques Abreu:
Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes. J. Artif. Intell. Res. 69: 1255-1285 (2020) - [c4]Ricardo Cardoso Pereira, Joana Cristo Santos, José Pereira Amorim, Pedro Pereira Rodrigues, Pedro Henriques Abreu:
Missing Image Data Imputation using Variational Autoencoders with Weighted Loss. ESANN 2020: 475-480 - [c3]Ricardo Cardoso Pereira, Pedro Henriques Abreu, Pedro Pereira Rodrigues:
VAE-BRIDGE: Variational Autoencoder Filter for Bayesian Ridge Imputation of Missing Data. IJCNN 2020: 1-7
2010 – 2019
- 2019
- [j1]Miriam Seoane Santos, Ricardo Cardoso Pereira, Adriana Fonseca Costa, Jastin Pompeu Soares, João A. M. Santos, Pedro Henriques Abreu:
Generating Synthetic Missing Data: A Review by Missing Mechanism. IEEE Access 7: 11651-11667 (2019) - [c2]Ricardo Cardoso Pereira, Miriam Seoane Santos, Pedro Pereira Rodrigues, Pedro Henriques Abreu:
MNAR Imputation with Distributed Healthcare Data. EPIA (2) 2019: 184-195 - [c1]Ricardo Cardoso Pereira, Pedro Henriques Abreu, Evgheni Polisciuc, Penousal Machado:
A Data Visualization Approach for Intersection Analysis using AIS Data. VISIGRAPP (3: IVAPP) 2019: 208-215
Coauthor Index
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