Machine learning with incomplete datasets using multi-objective optimization models

Hadi A. Khorshidi, Michael Kirley, Uwe Aickelin

Machine learning techniques have been developed to learn from complete data. When missing values exist in a dataset, the incomplete data should be preprocessed separately by removi…