Browsing Machine Learning by Subject "Machine learning"

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Aggregated outputs by linear models: An application on marine litter beaching prediction

Hernández-González, J.; Inza, I.; Granado, I.; Basurko, O.C.; Fernández, J.A.; Lozano, J.A. (2019-01-01)

In regression, a predictive model which is able to anticipate the output of a new case is learnt from a set of previous examples. The output or response value of these examples used for model training is known. When learning ...
The role of asymmetric prediction losses in smart charging of electric vehicles

Straka, M.; Buzna, L.; Refa, N.; Mazuelas, S. (2022-07-01)

Climate change prompts humanity to look for decarbonisation opportunities, and a viable option is to supply electric vehicles with renewable energy. The stochastic nature of charging demand and renewable generation requires ...