Mariana Oliveira
Mariana Oliveira
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Dynamic and Heterogeneous Ensembles for Time Series Forecasting
This paper addresses the issue of learning time series forecasting models in changing environments by leveraging the predictive power of ensemble methods. To encourage reproducibility the proposed method is publicly available as a software package.
Vítor Cerqueira
,
Luís Torgo
,
Mariana Oliveira
,
Bernhard Pfahringer
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Ensembles for Time Series Forecasting
This paper describes a new type of ensembles that aims at improving the predictive performance of these approaches in time series forecasting.
Mariana Oliveira
,
Luís Torgo
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