Concepedia

Sandra Zilker

SZ

6

Publications

123

Citations

6

H-Index

2020

Active since

Affiliations

Friedrich-Alexander-Universität Erlangen-Nürnberg(Current)

Leipzig University

Georg Simon Ohm University of Applied Sciences Nuremberg

University of Regensburg

Sandra Zilker is an author at Friedrich-Alexander-Universität Erlangen-Nürnberg specializing in predictive analytics, computer science, and data science.

ORCID

Top concepts

Publications per year

2020–2025

6

Publications

6

Machine learning in business process management: A systematic literature review

Sven Weinzierl, Sandra Zilker, Sebastian Dunzer et al. · Expert Systems with Applications · 2024 · 30 citations · Full text

A machine learning framework for interpretable predictions in patient pathways: The case of predicting ICU admission for patients with symptoms of sepsis

Sandra Zilker, Sven Weinzierl, Mathias Kraus et al. · Health Care Management Science · 2024 · 21 citations · Full text

A Next Click Recommender System for Web-based Service Analytics with Context-aware LSTMs

Sven Weinzierl, Matthias Stierle, Sandra Zilker et al. · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 2020 · 19 citations · Full text

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Challenging the Performance-Interpretability Trade-Off: An Evaluation of Interpretable Machine Learning Models

Sven Kruschel, Nico Hambauer, Sven Weinzierl et al. · Business & Information Systems Engineering · 2025 · 19 citations · Full text

The influence of algorithm aversion and anthropomorphic agent design on the acceptance of AI-based job recommendations

Jessica Ochmann, Leonard Michels, Sandra Zilker et al. · Journal of the Association for Information Systems · 2020 · 18 citations

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