Matthias Stierle

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 22

Top Topics

Business Process

Top Venues

Wirtschaftsinformatik (Zentrale Tracks)

Publications

Sandra Zilker, Emanuel Marx, Matthias Stierle, Martin Matzner
Process Mining for Advanced Service Analytics - From Process Efficiency to Customer Encounter and Experience. HICSS (2022)
Matthias Stierle, Jens Brunk, Sven Weinzierl, Sandra Zilker, Martin Matzner, Jörg Becker
Bringing Light Into the Darkness - A Systematic Literature Review on Explainable Predictive Business Process Monitoring Techniques. ECIS (2021)
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
Seven Paradoxes of Business Process Management in a Hyper-Connected World. Bus. Inf. Syst. Eng. 63 (2) (2021)
Jens Brunk, Matthias Stierle, Leon Papke, Kate Revoredo, Martin Matzner, Jörg Becker
Cause vs. effect in context-sensitive prediction of business process instances. Inf. Syst. 95 (2021)
Matthias Stierle, Sven Weinzierl, Maximilian Harl, Martin Matzner
A technique for determining relevance scores of process activities using graph-based neural networks. Decis. Support Syst. 144 (2021)
Daniel Viner, Matthias Stierle, Martin Matzner
A Process Mining Software Comparison. CoRR (2020)
Sven Weinzierl, Sandra Zilker, Matthias Stierle, Martin Matzner, Gyunam Park
From predictive to prescriptive process monitoring: Recommending the next best actions instead of calculating the next most likely events. Wirtschaftsinformatik (Zentrale Tracks) (2020)
Maximilian Harl, Sven Weinzierl, Matthias Stierle, Martin Matzner
Explainable predictive business process monitoring using gated graph neural networks. J. Decis. Syst. 29 (Supplement) (2020)
Julia Hindel, Lena M. Cabrera, Matthias Stierle
Robotic Process Automation: Hype or Hope? Wirtschaftsinformatik (Zentrale Tracks) (2020)
Daniel Viner, Matthias Stierle, Martin Matzner
A Process Mining Software Comparison. ICPM Doctoral Consortium / Tools (2020)
Emanuel Marx, Matthias Stierle, Sven Weinzierl, Martin Matzner
Closing the Gap between Smart Manufacturing Applications and Data Management. Wirtschaftsinformatik (Community Tracks) (2020)
Sven Weinzierl, Matthias Stierle, Sandra Zilker, Martin Matzner
A Next Click Recommender System for Web-based Service Analytics with Context-aware LSTMs. HICSS (2020)
Jens Brunk, Matthias Stierle, Leon Papke, Kate Revoredo, Martin Matzner, Jörg Becker
Cause vs. Effect in Context-Sensitive Prediction of Business Process Instances. CoRR (2020)
Stephan Baier, Sebastian Dunzer, Peter Fettke, Constantin Houy, Martin Matzner, Peter Pfeiffer, Jana-Rebecca Rehse, Martin Scheid, Sebastian Stephan, Matthias Stierle, Brian Willems
The MobIS-Challenge 2019 A Report on the WI-2019-Workshop on Model-Based Compliance in Information Systems. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 15 (2020)
Sebastian Dunzer, Matthias Stierle, Martin Matzner, Stephan Baier
Conformance checking: A state-of-the-art literature review. CoRR (2020)
Matthias Stierle, Sven Weinzierl, Maximilian Harl, Martin Matzner
A Technique for Determining Relevance Scores of Process Activities using Graph-based Neural Networks. CoRR (2020)
Christian Wellmann, Matthias Stierle, Sebastian Dunzer, Martin Matzner
A Framework to Evaluate the Viability of Robotic Process Automation for Business Process Activities. BPM (Blockchain and RPA Forum) (2020)
Matthias Stierle, Sandra Zilker, Sebastian Dunzer, Johannes Christian Tenschert, Gergana Karagegova
Design Principles for Comprehensible Process Discovery in Process Mining. ECIS (2020)
Christian Wellmann, Matthias Stierle, Sebastian Dunzer, Martin Matzner
A framework to evaluate the viability of robotic process automation for business process activities. CoRR (2020)
Sebastian Dunzer, Matthias Stierle, Martin Matzner, Stephan Baier
Conformance checking: a state-of-the-art literature review. S-BPM ONE (2019)
Janina Nakladal, Jerome Geyer-Klingeberg, Matthias Stierle, Martin Matzner
From Technical Product Training to Sustainable Education for Students - A Strategic Alliance Approach to Applied MOOCs. EMOOCs-WIP (2019)
Jens Brunk, Kate Revoredo, Matthias Stierle, Martin Matzner, Patrick Delfmann, Jörg Becker
Prediction of Business Process Instances with Dynamic Bayesian Networks. SIMPDA (2018)