no code implementations • 26 May 2024 • Sven Weinzierl, Sandra Zilker, Sebastian Dunzer, Martin Matzner
Our paper helps managers and consultants to find ML applications that are relevant in the current project phase of a BPM initiative, like redesigning a business process.
1 code implementation • Health Care Management Science 2024 • Sandra Zilker, Sven Weinzierl, Mathias Kraus, Patrick Zschech, Martin Matzner
Proactive analysis of patient pathways helps healthcare providers anticipate treatment-related risks, identify outcomes, and allocate resources.
2 code implementations • 19 Apr 2022 • Patrick Zschech, Sven Weinzierl, Nico Hambauer, Sandra Zilker, Mathias Kraus
The number of information systems (IS) studies dealing with explainable artificial intelligence (XAI) is currently exploding as the field demands more transparency about the internal decision logic of machine learning (ML) models.
1 code implementation • 19 Aug 2020 • Sven Weinzierl, Sebastian Dunzer, Sandra Zilker, Martin Matzner
We present a PrBPM technique that transforms the next most likely activities into the next best actions regarding a given KPI.
1 code implementation • 18 Aug 2020 • Sven Weinzierl, Sandra Zilker, Jens Brunk, Kate Revoredo, Martin Matzner, Jörg Becker
PBPM techniques aim to improve process performance by providing predictions to process analysts, supporting them in their decision making.