Browsing Machine Learning by Subject "Machine learning"
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Aggregated outputs by linear models: An application on marine litter beaching prediction
(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
(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 ...