Matthias Stierle

According to our database, Matthias Stierle authored at least 18 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Process Mining for Advanced Service Analytics - From Process Efficiency to Customer Encounter and Experience.

Sandra Zilker, Emanuel Marx, Matthias Stierle, Martin Matzner

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

2021

Exploring Cause-Effect Relationships in Process Analytics - Design, Development and Evaluation of Comprehensible, Explainable and Context-Aware Techniques (Erforschung von Ursache-Wirkungs-Beziehungen in der Prozessanalyse)

Matthias Stierle

PhD thesis, 2021

Cause vs. effect in context-sensitive prediction of business process instances.

Jens Brunk, Matthias Stierle, Leon Papke, Kate Revoredo, Martin Matzner, Jörg Becker

Inf. Syst., 2021

A technique for determining relevance scores of process activities using graph-based neural networks.

Matthias Stierle, Sven Weinzierl, Maximilian Harl, Martin Matzner

Decis. Support Syst., 2021

Seven Paradoxes of Business Process Management in a Hyper-Connected World.

Daniel Beverungen, Joos C. A. M. Buijs, Jörg Becker, Claudio Di Ciccio, Wil M. P. van der Aalst, Christian Bartelheimer, Jan vom Brocke, Marco Comuzzi, Karsten Kraume, Henrik Leopold, Martin Matzner, Jan Mendling, Nadine Ogonek, Till Post, Manuel Resinas, Kate Revoredo, Adela del-Río-Ortega, Marcello La Rosa, Flávia Maria Santoro, Andreas Solti, Minseok Song, Armin Stein, Matthias Stierle, Verena Wolf

Bus. Inf. Syst. Eng., 2021

Bringing Light Into the Darkness - A Systematic Literature Review on Explainable Predictive Business Process Monitoring Techniques.

Matthias Stierle, Jens Brunk, Sven Weinzierl, Sandra Zilker, Martin Matzner, Jörg Becker

Proceedings of the 29th European Conference on Information Systems, 2021

2020

Explainable predictive business process monitoring using gated graph neural networks.

Maximilian Harl, Sven Weinzierl, Matthias Stierle, Martin Matzner

J. Decis. Syst., 2020

The MobIS-Challenge 2019 A Report on the WI-2019-Workshop on Model-Based Compliance in Information Systems.

Stephan Baier, Sebastian Dunzer, Peter Fettke, Constantin Houy, Martin Matzner, Peter Pfeiffer, Jana-Rebecca Rehse, Martin Scheid, Sebastian Stephan, Matthias Stierle, Brian Willems

Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 2020

From predictive to prescriptive process monitoring: Recommending the next best actions instead of calculating the next most likely events.

Sven Weinzierl, Sandra Zilker, Matthias Stierle, Martin Matzner, Gyunam Park

Proceedings of the Entwicklungen, 2020

Closing the Gap between Smart Manufacturing Applications and Data Management.

Emanuel Marx, Matthias Stierle, Sven Weinzierl, Martin Matzner

Proceedings of the Entwicklungen, 2020

Robotic Process Automation: Hype or Hope?

Julia Hindel, Lena M. Cabrera, Matthias Stierle

Proceedings of the Entwicklungen, 2020

A Process Mining Software Comparison.

Daniel Viner, Matthias Stierle, Martin Matzner

Proceedings of the ICPM Doctoral Consortium and Tool Demonstration Track 2020 co-located with the 2nd International Conference on Process Mining (ICPM 2020), 2020

A Next Click Recommender System for Web-based Service Analytics with Context-aware LSTMs.

Sven Weinzierl, Matthias Stierle, Sandra Zilker, Martin Matzner

Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

Design Principles for Comprehensible Process Discovery in Process Mining.

Matthias Stierle, Sandra Zilker, Sebastian Dunzer, Johannes Christian Tenschert, Gergana Karagegova

Proceedings of the 28th European Conference on Information Systems, 2020

A Framework to Evaluate the Viability of Robotic Process Automation for Business Process Activities.

Christian Wellmann, Matthias Stierle, Sebastian Dunzer, Martin Matzner

Proceedings of the Business Process Management: Blockchain and Robotic Process Automation Forum, 2020

2019

Conformance checking: a state-of-the-art literature review.

Sebastian Dunzer, Matthias Stierle, Martin Matzner, Stephan Baier

Proceedings of the 11th International Conference on Subject-Oriented Business Process Management, 2019

From Technical Product Training to Sustainable Education for Students - A Strategic Alliance Approach to Applied MOOCs.

Janina Nakladal, Jerome Geyer-Klingeberg, Matthias Stierle, Martin Matzner

Proceedings of Work in Progress Papers of the Research, 2019

2018

Prediction of Business Process Instances with Dynamic Bayesian Networks.

Jens Brunk, Kate Revoredo, Matthias Stierle, Martin Matzner, Patrick Delfmann, Jörg Becker

Proceedings of the 8th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2018), 2018