Abstract: Stationary subspace analysis (SSA) is an effective tool for nonstationary process monitoring, by dividing process data into stationary and nonstationary components. However, only stationary ...

Abstract: Event logs record the execution of business processes as sequences of timestamped events. Most predictive process monitoring methods still learn a separate model per log: when the process, ...