The Semantic Web emerged as an extension to the traditional Web, adding meaning (semantics) a distributed of structured and linked information. At its core, concept ontology provides means semantically describe structure information, expose it software human agents in machine human-readable form. For be realized, is crucial develop powerful artificial intelligence machine-learning techniques, a...

In this thesis we proposed a feature generation and selection method called Feature Extraction and Selection for Predictive Analytics (FESPA). This method aims to improve the current Predictive Analytics solution of Quintiq, which had only options for manual feature selection and no options for feature generation. We have discovered that the proposed method does not decrease performance. In mos...