89 citations · 160 across the 6 of their papers we have counts for
6 papers
Process Analytics -- Data-driven Business Process Management
Matthias Stierle, Karsten Kraume, Martin Matzner
Data-driven analysis of business processes has a long tradition in research. However, recently the term of process mining is mostly used when referring to data-driven process analy…
A Technique for Determining Relevance Scores of Process Activities using Graph-based Neural Networks
Matthias Stierle, Sven Weinzierl, Maximilian Harl +1
Process models generated through process mining depict the as-is state of a process. Through annotations with metrics such as the frequency or duration of activities, these models…
Conformance checking: A state-of-the-art literature review
Sebastian Dunzer, Matthias Stierle, Martin Matzner +1
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 Process Mining Software Comparison
Daniel Viner, Matthias Stierle, Martin Matzner
www.processmining-software.com is a dedicated website for process mining software comparison and was developed to give practitioners and researchers an overview of commercial tools…
A framework to evaluate the viability of robotic process automation for business process activities
Christian Wellmann, Matthias Stierle, Sebastian Dunzer +1
Robotic process automation (RPA) is a technology for centralized automation of business processes. RPA automates user interaction with graphical user interfaces, whereby it promise…
Cause vs. Effect in Context-Sensitive Prediction of Business Process Instances
Jens Brunk, Matthias Stierle, Leon Papke +3
Predicting undesirable events during the execution of a business process instance provides the process participants with an opportunity to intervene and keep the process aligned wi…