Matthias Stierle

25 papers Journal 11Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
Process Analytics - Data-driven Business Process Management.
CoRR
Matthias Stierle, Karsten Kraume, Martin Matzner
2024 — conf
Conceptualizing business process violations.
PLC@ICPM
Sebastian Dunzer, Annina Liessmann, Matthias Stierle, Martin Matzner
2022 — conf
Process Mining for Advanced Service Analytics - From Process Efficiency to Customer Encounter and Experience.
HICSS
Sandra Zilker, Emanuel Marx, Matthias Stierle, Martin Matzner
2021 J jnl
A technique for determining relevance scores of process activities using graph-based neural networks.
Decis. Support Syst.
Matthias Stierle, Sven Weinzierl, Maximilian Harl, Martin Matzner
2021 — conf
Bringing Light Into the Darkness - A Systematic Literature Review on Explainable Predictive Business Process Monitoring Techniques.
ECIS
Matthias Stierle, Jens Brunk, Sven Weinzierl, Sandra Zilker, Martin Matzner, Jörg Becker
2021 J jnl
Cause vs. effect in context-sensitive prediction of business process instances.
Inf. Syst.
Jens Brunk, Matthias Stierle, Leon Papke, Kate Revoredo, Martin Matzner, Jörg Becker
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
2021 J jnl
Seven Paradoxes of Business Process Management in a Hyper-Connected World.
Bus. Inf. Syst. Eng.
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
2020 — conf
A Framework to Evaluate the Viability of Robotic Process Automation for Business Process Activities.
BPM (Blockchain and RPA Forum)
Christian Wellmann, Matthias Stierle, Sebastian Dunzer, Martin Matzner
2020 — conf
A Next Click Recommender System for Web-based Service Analytics with Context-aware LSTMs.
HICSS
Sven Weinzierl, Matthias Stierle, Sandra Zilker, Martin Matzner
2020 — conf
A Process Mining Software Comparison.
ICPM Doctoral Consortium / Tools
Daniel Viner, Matthias Stierle, Martin Matzner
2020 J jnl
A Process Mining Software Comparison.
CoRR
Daniel Viner, Matthias Stierle, Martin Matzner
2020 J jnl
A Technique for Determining Relevance Scores of Process Activities using Graph-based Neural Networks.
CoRR
Matthias Stierle, Sven Weinzierl, Maximilian Harl, Martin Matzner
2020 J jnl
A framework to evaluate the viability of robotic process automation for business process activities.
CoRR
Christian Wellmann, Matthias Stierle, Sebastian Dunzer, Martin Matzner
2020 J jnl
Cause vs. Effect in Context-Sensitive Prediction of Business Process Instances.
CoRR
Jens Brunk, Matthias Stierle, Leon Papke, Kate Revoredo, Martin Matzner, Jörg Becker
2020 — conf
Closing the Gap between Smart Manufacturing Applications and Data Management.
Wirtschaftsinformatik (Community Tracks)
Emanuel Marx, Matthias Stierle, Sven Weinzierl, Martin Matzner
2020 J jnl
Conformance checking: A state-of-the-art literature review.
CoRR
Sebastian Dunzer, Matthias Stierle, Martin Matzner, Stephan Baier
2020 — conf
Design Principles for Comprehensible Process Discovery in Process Mining.
ECIS
Matthias Stierle, Sandra Zilker, Sebastian Dunzer, Johannes Christian Tenschert, Gergana Karagegova
2020 J jnl
Explainable predictive business process monitoring using gated graph neural networks.
J. Decis. Syst.
Maximilian Harl, Sven Weinzierl, Matthias Stierle, Martin Matzner
2020 — conf
From predictive to prescriptive process monitoring: Recommending the next best actions instead of calculating the next most likely events.
Wirtschaftsinformatik (Zentrale Tracks)
Sven Weinzierl, Sandra Zilker, Matthias Stierle, Martin Matzner, Gyunam Park
2020 — conf
Robotic Process Automation: Hype or Hope?
Wirtschaftsinformatik (Zentrale Tracks)
Julia Hindel, Lena M. Cabrera, Matthias Stierle
2020 J jnl
The MobIS-Challenge 2019 A Report on the WI-2019-Workshop on Model-Based Compliance in Information Systems.
Enterp. Model. Inf. Syst. Archit.
Stephan Baier, Sebastian Dunzer, Peter Fettke, Constantin Houy, Martin Matzner, Peter Pfeiffer, Jana-Rebecca Rehse, Martin Scheid, Sebastian Stephan, Matthias Stierle, Brian Willems
2019 — conf
Conformance checking: a state-of-the-art literature review.
S-BPM ONE
Sebastian Dunzer, Matthias Stierle, Martin Matzner, Stephan Baier
2019 — conf
From Technical Product Training to Sustainable Education for Students - A Strategic Alliance Approach to Applied MOOCs.
EMOOCs-WIP
Janina Nakladal, Jerome Geyer-Klingeberg, Matthias Stierle, Martin Matzner
2018 — conf
Prediction of Business Process Instances with Dynamic Bayesian Networks.
SIMPDA
Jens Brunk, Kate Revoredo, Matthias Stierle, Martin Matzner, Patrick Delfmann, Jörg Becker