Wolfgang Kratsch

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Business Process

Outcome Prediction

Process Improvement

Top Venues

Decis. Support Syst.

ACM Trans. Manag. Inf. Syst.

Publications

Lars Ackermann, Martin Käppel, Laura Marcus, Linda Moder, Sebastian Dunzer, Markus Hornsteiner, Annina Liessmann, Yorck Zisgen, Philip Empl, Lukas-Valentin Herm, Nicolas Neis, Julian Neuberger, Leo Poss, Myriam Schaschek, Sven Weinzierl, Niklas Wördehoff, Stefan Jablonski, Agnes Koschmider, Wolfgang Kratsch, Martin Matzner, Stefanie Rinderle-Ma, Maximilian Röglinger, Stefan Schönig, Axel Winkelmann
Recent Advances in Data-Driven Business Process Management. CoRR (2024)
Pascal Fechner, Fabian König, Wolfgang Kratsch, Jannik Lockl, Maximilian Röglinger
Near-Infrared Spectroscopy for Bladder Monitoring: A Machine Learning Approach. ACM Trans. Manag. Inf. Syst. 14 (2) (2023)
Arvid Lepsien, Agnes Koschmider, Wolfgang Kratsch
Analytics Pipeline for Process Mining on Video Data. BPM (Forum) (2023)
Christoph Kecht, Andreas Egger, Wolfgang Kratsch, Maximilian Röglinger
Quantifying chatbots' ability to learn business processes. Inf. Syst. 113 (2023)
Iris Beerepoot, Claudio Di Ciccio, Hajo A. Reijers, Stefanie Rinderle-Ma, Wasana Bandara, Andrea Burattin, Diego Calvanese, Tianwa Chen, Izack Cohen, Benoît Depaire, Gemma Di Federico, Marlon Dumas, Christopher G. J. van Dun, Tobias Fehrer, Dominik Andreas Fischer, Avigdor Gal, Marta Indulska, Vatche Isahagian, Christopher Klinkmüller, Wolfgang Kratsch, Henrik Leopold, Amy Van Looy, Hugo A. López, Sanja Lukumbuzya, Jan Mendling, Lara Meyers, Linda Moder, Marco Montali, Vinod Muthusamy, Manfred Reichert, Yara Rizk, Michael Rosemann, Maximilian Röglinger, Shazia Sadiq, Ronny Seiger, Tijs Slaats, Mantas Simkus, Ida Asadi Someh, Barbara Weber, Ingo Weber, Mathias Weske, Francesca Zerbato
The biggest business process management problems to solve before we die. Comput. Ind. 146 (2023)
Christopher G. J. van Dun, Linda Moder, Wolfgang Kratsch, Maximilian Röglinger
ProcessGAN: Supporting the creation of business process improvement ideas through generative machine learning. Decis. Support Syst. 165 (2023)
Wolfgang Kratsch, Fabian König, Maximilian Röglinger
Shedding light on blind spots - Developing a reference architecture to leverage video data for process mining. Decis. Support Syst. 158 (2022)
Christoph Kecht, Andreas Egger, Wolfgang Kratsch, Maximilian Röglinger
Event Log Construction from Customer Service Conversations Using Natural Language Inference. ICPM (2021)
Wolfgang Kratsch, Jonas Manderscheid, Maximilian Röglinger, Johannes Seyfried
Machine Learning in Business Process Monitoring: A Comparison of Deep Learning and Classical Approaches Used for Outcome Prediction. Bus. Inf. Syst. Eng. 63 (3) (2021)
Wolfgang Kratsch
Data-driven Management of Interconnected Business Processes - Contributions to Predictive and Prescriptive Process Mining. BPM (PhD/Demos) (2021)
Maximilian Röglinger, Christopher G. J. van Dun, Tobias Fehrer, Dominik Andreas Fischer, Linda Moder, Wolfgang Kratsch
Automated Process (Re-)Design. Problems@BPM (2021)
Christopher G. J. van Dun, Tobias Fehrer, Wolfgang Kratsch, Nicholas Wolf
Customers Like It Hot and Fast - Incorporating Customer Effects into the Meal Delivery Process. ECIS (2020)
Robert Andrews, Christopher G. J. van Dun, Moe Thandar Wynn, Wolfgang Kratsch, Maximilian Röglinger, Arthur H. M. ter Hofstede
Quality-informed semi-automated event log generation for process mining. Decis. Support Syst. 132 (2020)
Luca Dombetzki, Christoph Kecht, Wolfgang Kratsch, Daniel Rau
AMARYLLIS: A User-Centric Information System for Automated Privacy Policy Analysis. ECIS (2020)
Wolfgang Kratsch, Fabian König, Maximilian Röglinger
Shedding Light on Blind Spots: Developing a Reference Architecture to Leverage Video Data for Process Mining. CoRR (2020)
Andreas Egger, Arthur H. M. ter Hofstede, Wolfgang Kratsch, Sander J. J. Leemans, Maximilian Röglinger, Moe Thandar Wynn
Bot Log Mining: Using Logs from Robotic Process Automation for Process Mining. ER (2020)
Laura Bitomsky, Johannes Huhn, Wolfgang Kratsch, Maximilian Roeglinger
Process Meets Project prioritization - a Decision Model for Developing Process Improvement Roadmaps. ECIS (2019)
Wolfgang Kratsch, Jonas Manderscheid, Daniel Reißner, Maximilian Röglinger
Data-driven Process Prioritization in Process Networks. Decis. Support Syst. 100 (2017)