Design and performance results are presented for a generic example as an application of optimal alarm systems, appealing to its interaction and reliance on data mining and machine learning techniques. By using an optimal alarm system, the fewest false alarms are elicited for a fixed detection probability of a specifically defined level-crossing event. The aim of this paper is to investigate the...