Publications

Mariana Oliveira (2021). Predictive Analytics for Spatio-temporal Data. PhD Thesis. Faculty of Sciences, University of Porto, Porto, Portugal.

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Mariana Oliveira, Luís Torgo, Vítor Santos Costa (2021). Evaluation Procedures for Forecasting with Spatiotemporal Data. Mathematics.

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Mariana Oliveira, Nuno Moniz, Luís Torgo, Vítor Santos Costa (2021). Biased resampling strategies for imbalanced spatio-temporal forecasting. International Journal of Data Science and Analytics.

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Mariana Oliveira, Nuno Moniz, Luı́s Torgo, Vítor Santos Costa (2019). Biased Resampling Strategies for Imbalanced Spatio-Temporal Forecasting. Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytic, DSAA.

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Mariana Oliveira, Luís Torgo, Vítor Santos Costa (2018). Evaluation Procedures for Forecasting with Spatio-Temporal Data. Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD.

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Vítor Cerqueira, Luís Torgo, Mariana Oliveira, Bernhard Pfahringer (2017). Dynamic and Heterogeneous Ensembles for Time Series Forecasting. Proceedings of the IEEE International Conference on Data Science and Advanced Analytics, DSAA.

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Mariana Oliveira, Luís Torgo, Vítor Santos Costa (2016). Predicting Wildfires. Proceedings of the 19th International Conference on Discovery Science.

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C. Magalhães, AP. Mucha, F. Carvalho, H. Ribeiro, CNR. Almeida, I. Azevedo, S. Ramos, T. Borges, S. Leandro, A. Santos, A. Silva, C. Bartilotti, S. Cotrim, R. Marques, C. Churro, A. Dias, H. Ferreira, I. Dias, JM. Almeida, L. Torgo, Mariana Oliveira, N. Dias, P. Jorge, A. Martins, E. Silva (2016). Development of an autonomous system for integrated marine monitoring. Proceedings of the XIX Iberian Symposium on Marine Biology Studies.

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Mariana Oliveira (2015). Propositional and relational approaches to spatio-temporal data analysis. Master’s Thesis. Faculty of Sciences, University of Porto, Porto, Portugal..

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Mariana Oliveira, Luís Torgo (2015). Ensembles for Time Series Forecasting. Proceedings of the 6th Asian Conference on Machine Learning, ACML.

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M. P. Fernández-García, J. M. Teixeira, P. Machado, Mariana Oliveira, J. M. Maia, C. Pereira, A. M. Pereira, C. Freire, J. P. Araujo (2015). Automatized and desktop AC-susceptometer for the in situ and real time monitoring of magnetic nanoparticles’ synthesis by coprecipitation. Review of Scientific Instruments.

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