Conformance checking is a set of process mining functions that compare process instances
with a given process model. It identifies deviations between the process instances' actual …

The computing continuum enables new opportunities for managing big data pipelines
concerning efficient management of heterogeneous and untrustworthy resources. We …

The use of expert systems in optimizing and transforming human performance has been
limited in practice due to the lack of understanding of how an individual's performance …

By relating observed and modelled behaviour, conformance checking unleashes the full
power of process mining. Techniques from this discipline enable the analysis of the quality …

It is common for business processes to exhibit a high degree of internal heterogeneity, in the
sense that the executions of the process differ widely from each other due to contextual …

This thesis is about process mining: the analysis an organization's processes by using
process execution data. During the handling of a case or process instance data about the …

Conformance checking is a key process mining task to confront the normative behavior
imposed by a process model with the actual behavior recorded in a log. While this problem …

Abstract Business Process Management (BPM) is a central element of today's organizations.
Over the years, its main focus has been the support of business processes (BPs) in highly …

Process mining techniques analyze processes based on events stored in event logs. Yet,
low-level events recorded by information systems may not directly match high-level activities …

Abstract Current methodologies for Information Systems (ISs) audits suffer from some
limitations that could question the effectiveness of such procedures in detecting deviations …