Ricardo Cardoso Pereira

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Data Imputation

Data Visualization

Smoothness Term

Top Venues

VISIGRAPP (3: IVAPP)

IEEE J. Biomed. Health Informatics

Publications

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 (2024)
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 (2024)
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 (2023)
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)
Ricardo Cardoso Pereira, Pedro Henriques Abreu, Pedro Pereira Rodrigues
Siamese Autoencoder-Based Approach for Missing Data Imputation. ICCS (1) (2023)
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) (2022)
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)
Ricardo Cardoso Pereira, Pedro Henriques Abreu, Pedro Pereira Rodrigues
VAE-BRIDGE: Variational Autoencoder Filter for Bayesian Ridge Imputation of Missing Data. IJCNN (2020)
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 (2020)
Ricardo Cardoso Pereira, Pedro Henriques Abreu, Evgheni Polisciuc, Penousal Machado
A Data Visualization Approach for Intersection Analysis using AIS Data. VISIGRAPP (3: IVAPP) (2019)
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 (2019)
Ricardo Cardoso Pereira, Miriam Seoane Santos, Pedro Pereira Rodrigues, Pedro Henriques Abreu
MNAR Imputation with Distributed Healthcare Data. EPIA (2) (2019)