Jastin Pompeu Soares

According to our database, Jastin Pompeu Soares authored at least 6 papers between 2017 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2019

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

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

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

Proceedings of the Advances in Intelligent Data Analysis XVII, 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

Proceedings of the Advances in Intelligent Data Analysis XVII, 2018

Missing Data Imputation via Denoising Autoencoders: The Untold Story.

Adriana Fonseca Costa, Miriam Seoane Santos, Jastin Pompeu Soares, Pedro Henriques Abreu

Proceedings of the Advances in Intelligent Data Analysis XVII, 2018

2017

Influence of Data Distribution in Missing Data Imputation.

Miriam Seoane Santos, Jastin Pompeu Soares, Pedro Henriques Abreu, Hélder Araújo, João A. M. Santos

Proceedings of the Artificial Intelligence in Medicine, 2017