Jastin Pompeu Soares

Publication Activity (10 Years)

Years Active: 2017-2019
Publications (10 Years): 6

Top Topics

Imbalanced Datasets

Projective Reconstruction

Missing Data Imputation

Top Venues

IEEE Comput. Intell. Mag.

Publications

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)
Miriam Seoane Santos, Jastin Pompeu Soares, Pedro Henriques Abreu, Hélder Araújo, João A. M. Santos
Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches [Research Frontier]. IEEE Comput. Intell. Mag. 13 (4) (2018)
Marta Mercier, Miriam Seoane Santos, Pedro H. Abreu, Carlos Soares, Jastin Pompeu Soares, João A. M. Santos
Analysing the Footprint of Classifiers in Overlapped and Imbalanced Contexts. IDA (2018)
Adriana Fonseca Costa, Miriam Seoane Santos, Jastin Pompeu Soares, Pedro Henriques Abreu
Missing Data Imputation via Denoising Autoencoders: The Untold Story. IDA (2018)
Jastin Pompeu Soares, Miriam Seoane Santos, Pedro Henriques Abreu, Hélder Araújo, João A. M. Santos
Exploring the Effects of Data Distribution in Missing Data Imputation. IDA (2018)
Miriam Seoane Santos, Jastin Pompeu Soares, Pedro Henriques Abreu, Hélder Araújo, João A. M. Santos
Influence of Data Distribution in Missing Data Imputation. AIME (2017)