Mariana Oliveira

According to our database, Mariana Oliveira authored at least 6 papers between 2014 and 2025.

Collaborative distances:

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

2025

Characterizing Publicly Available Tabular Health Datasets for Responsible Machine Learning.

Mariana Oliveira, Carlos Soares

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

2019

Biased Resampling Strategies for Imbalanced Spatio-Temporal Forecasting.

Mariana Oliveira, Nuno Moniz, Luís Torgo, Vítor Santos Costa

Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

2018

Evaluation Procedures for Forecasting with Spatio-Temporal Data.

Mariana Oliveira, Luís Torgo, Vítor Santos Costa

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

2017

Dynamic and Heterogeneous Ensembles for Time Series Forecasting.

Vítor Cerqueira, Luís Torgo, Mariana Oliveira, Bernhard Pfahringer

Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

2016

Predicting Wildfires - Propositional and Relational Spatio-Temporal Pre-processing Approaches.

Mariana Oliveira, Luís Torgo, Vítor Santos Costa

Proceedings of the Discovery Science - 19th International Conference, 2016

2014

Ensembles for Time Series Forecasting.

Mariana Oliveira, Luís Torgo

Proceedings of the Sixth Asian Conference on Machine Learning, 2014