Ensembles for Time Series Forecasting. - Mariana Oliveira 001; Luís Torgo (ACML, 2014)

Predicting Wildfires - Propositional and Relational Spatio-Temporal Pre-processing Approaches. - Mariana Oliveira 001; Luís Torgo; Vítor Santos Costa (DS, 2016)

Dynamic and Heterogeneous Ensembles for Time Series Forecasting. - Vítor Cerqueira; Luís Torgo; Mariana Oliveira 001; Bernhard Pfahringer (DSAA, 2017)

Evaluation Procedures for Forecasting with Spatio-Temporal Data. - Mariana Oliveira 001; Luís Torgo; Vítor Santos Costa (ECML/PKDD (1), 2018)

Biased resampling strategies for imbalanced spatio-temporal forecasting. - Mariana Oliveira 001; Nuno Moniz; Luís Torgo; Vítor Santos Costa (Int. J. Data Sci. Anal., 2021)