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Sandra Zilker
List of publications:
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Lehrstuhl für Digital Industrial Service Systems
Award(s)
(1)
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(1)
Publications
(24)
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Journal article
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Book chapter / Article in edited volumes
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Machine learning in business process management: A systematic literature review (2024)
Weinzierl S, Zilker S, Dunzer S, Matzner M
Journal article, Review article
A machine learning framework for interpretable predictions in patient pathways: The case of predicting ICU admission for patients with symptoms of sepsis (2024)
Zilker S, Weinzierl S, Kraus M, Zschech P, Matzner M
Journal article, Original article
Transfer learning for predictive process monitoring (2024)
Ließmann A, Wang W, Weinzierl S, Zilker S, Matzner M
Conference contribution, Conference Contribution
Towards automated business process redesign in runtime using generative machine learning (2024)
Harl M, Zilker S, Weinzierl S
Conference contribution, Conference Contribution
Predicting customer satisfaction in service processes using multilingual large language models (2024)
Ließmann A, Zilker S, Weinzierl S, Sukhareva M, Matzner M
Conference contribution, Conference Contribution
Context-aware explanations of accurate predictions in service processes (2024)
Weinzierl S, Zilker S, Brunk J, Revoredo K, Matzner M, Becker J
Conference contribution, Conference Contribution
Design Principles for Using Business Process Management Systems (2023)
Dunzer S, Tang W, Höchstädter N, Zilker S, Matzner M
Book chapter / Article in edited volumes
Design Principles for Using Business Process Management Systems (2023)
Dunzer S, Tang W, Höchstädter N, Zilker S, Matzner M
Conference contribution, Conference Contribution
Best of both worlds: Combining predictive power with interpretable and explainable results for patient pathway prediction (2023)
Zilker S, Weinzierl S, Zschech P, Kraus M, Matzner M
Conference contribution, Conference Contribution
A method for predicting workarounds in business processes (2022)
Weinzierl S, Bartelheimer C, Zilker S, Beverungen D, Matzner M
Conference contribution, Conference Contribution
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