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 …

A model is an artefact to represent a specific concept. It maps properties of the concept into
some abstract representation, driven by the purpose of the model. As such, models …

Initially, process mining focused on discovering process models from event data, but in
recent years the use and importance of conformance checking has increased. Conformance …

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 …

In this paper, we present Fodina, a process discovery technique with a strong focus on
robustness and flexibility. To do so, we improve upon and extend an existing process …

An exponential growth of event data can be witnessed across all industries. Devices
connected to the internet (internet of things), social interaction, mobile computing, and cloud …

Process Discovery is concerned with the automatic generation of a process model that
describes a business process from execution data of that business process. Real life event …

This book encompasses a revised version of the PhD dissertation of Jorge Munoz-Gama
written at the Computer Science Department of the Universitat Politècnica de Catalunya …

Develo** LSTM neural networks that can accurately predict the future trajectory of
ongoing cases and their remaining runtime is an active area of research in predictive …

This article presents a method for checking the conformance between an event log capturing
the actual execution of a business process, and a model capturing its expected or normative …