Forecasting Purchase Categories with Transition Graphs Using Financial and Social Data

Surrogate-assisted performance prediction for data-driven knowledge discovery algorithms: Application to evolutionary modeling of clinical pathways

“…The method was studied with acute patient's state treatment (using acute coronary syndrome as an example) [12,13], chronic disease development (using arterial hypertension as an example) [44]. Also, it was translated to the other problem domains, like predicting purchases for banks' clients [45]. This section briefly describes the algorithm, its main features, and functional characteristics.…”