Continuously improved business processes are a central success factor for companies. Yet,
existing data analytics do not fully exploit the data generated during process execution …

In this paper, we propose a novel approach to real-time business process monitoring for
prediction of abnormal termination. Existing real-time monitoring approaches are difficult to …

Purpose–The purpose of this paper is to provide industrial managers with insight into the
real‐time progress of running processes. The authors formulated a periodic performance …

Process mining deals with the extraction of knowledge from event logs. One important task
within this research field is denoted as conformance checking, which aims to diagnose …

Purpose–The purpose of this paper is to help industrial managers monitor and analyze
critical performance indicators in real time during the execution of business processes by …

Current service monitoring capabilities have been not designed in alignment with business
needs. We argue that service monitoring should be primarily thought of as an economic …

In this paper, we propose a novel approach to fault prediction for real-time business process
monitoring method using extended KNN imputation based LOF prediction. Existing rule …

Current value modeling ontologies are grounded on the economic premise that profit
sharing is a critical condition to be assessed during the configuration of a value …

This paper proposes a novel approach to real-time business process monitoring
incorporating an early warning strategy based on expected gain analysis. First, at each …

This chapter provides introductory background material regarding process mining, as well
as providing preliminary notations and de nitions. In addition, the research context and …