MONGELLI M.

This paper outlines a unified view of machine learning and control for the optimization of a communication system. The problem of equivalent bandwidth is taken as a reference. A dedicated classification technique is used to derive insights into the structure of the problem by means of boolean rules over the variables of the system. The approach...

Increasingly in recent times, the mere prediction of a machine learning algorithm is considered insufficient to gain complete control over the event being predicted. A machine learning algorithm should be considered reliable in the way it allows to extract more knowledge and information than just having a prediction at hand. In this...