Lorena, Ana Carolina

4 publications

MLJ 2026 Filtering Instances and Rejecting Predictions to Obtain Reliable Models in Healthcare Maria Gabriela Valeriano, David Kohan Marzagão, Alfredo Montelongo, Carlos Roberto Veiga Kiffer, Natan Katz, Ana Carolina Lorena

MLJ 2025 Novel Applications of Item Response Theory for Analysing Data Set Complexity and Benchmark Selection João Luiz Junho Pereira, Alfredo Antonio Alencar Exposito de Queiroz, Telmo de Menezes e Silva Filho, Ana Carolina Lorena, Rafael Gomes Mantovani, Gisele Lobo Pappa, Ricardo Bastos Cavalcante Prudêncio

MLJ 2022 Relating Instance Hardness to Classification Performance in a Dataset: A Visual Approach Pedro Yuri Arbs Paiva, Camila Castro Moreno, Kate Smith-Miles, Maria Gabriela Valeriano, Ana Carolina Lorena

MLJ 2018 Data Complexity Meta-Features for Regression Problems Ana Carolina Lorena, Aron I. Maciel, Péricles Barbosa C. de Miranda, Ivan G. Costa, Ricardo B. C. Prudêncio