Publikationen
- Hagn, Michael, Heinrich, Bernd, Krapf, Thomas und Schiller, Alexander (2025-09). Handling imperfection: A taxonomy for machine learning on data with data quality defects.
Decision Support Systems, 196 Elsevier, 114493.
https://dx.doi.org/10.1016/j.dss.2025.114493 - F?rster, Maximilian, Hagn, Michael, Hambauer, Nico, Jaki, Paula, Obermeier, Andreas, Pinski, Marc, Schauer, Andreas, Schiller, Alexander, Benlian, Alexander, Heinrich, Bernd, Jussupow, Ekaterina, Klier, Mathias, Kraus, Mathias und Schnurr, Daniel (2025). A Taxonomy for Uncertainty-Aware Explainable AI.
European Conference on Information Systems (ECIS), Amman, Jordan, 15.06.2025 bis 18.06.2025 - Heinrich, Bernd, Schiller, Alexander und Weinfurtner, Lucas (2025). Initial Ratings Shape the Future: Long-Term Effects in Online Consumer Ratings.
European Conference on Information Systems (ECIS), Amman, Jordan, 15.06.2025 bis 18.06.2025 - Heinrich, Bernd, Klier, Mathias, Obermeier, Andreas und Schiller, Alexander (2025). Different but the Same? An Event-driven Approach to determine Probabilities of Data Duplication.
MIS Quarterly (MISQ), 49 MISQ - Heinrich, Bernd, Krapf, Thomas und Miethaner, Paul (2024). EXPLORE: A Novel Method for Local Explanations.
International Conference on Information Systems (ICIS 2024), Bangkok, Thailand, 15.12.2024 - 18.12.2024 - Krapf, Thomas, Hagn, Michael, Miethaner, Paul, Schiller, Alexander, Luttner, Lucas und Heinrich, Bernd (2024). Piecewise Linear Transformation ? Propagating Aleatoric Uncertainty in Neural Networks.
38th Annual AAAI Conference on Artificial Intelligence, Vancouver, Kanada, 20.02.-27.02.2024 , 20456-20464. - Heinrich, Bernd, Huber, Maximilian, Krapf, Thomas und Schiller, Alexander (2023). The Currency of Wiki Articles – A Language Model-based Approach.
International Conference on Information Systems, ICIS 2023, Hyderabad, Indien, 10.12.-13.12.2023 - Bortlik, Michael, Heinrich, Bernd und Lohninger, Daniel (2023). Service Re-Selection for Disruptive Events in Mobile Environments: A Heuristic Technique for Decision Support at Runtime.
Information Systems Frontiers, 26 SPRINGER, DORDRECHT, 1063-1090.
https://dx.doi.org/10.1007/s10796-023-10392-8 - Erhard, Florian, Heinrich, Bernd, Klettke, Meike und Wolff, Christian (2023). Einleitung [zum Themenheft Fakult?t für Informatik und Data Science].
Blick in die Wissenschaft: Forschungsmagazin der Universit?t Regensburg, 31 (44/45) Universit?tsverlag Regensburg, 5-6.
https://dx.doi.org/10.5283/bidw.v31i44/45 - Krapf, Thomas und Heinrich, Bernd (2023). Kann man den Entscheidungen Künstlicher Intelligenz trauen? Zu den Auswirkungen unsicherer Daten auf die Entscheidungen Neuronaler Netze.
Blick in die Wissenschaft : Forschungsmagazin der Universit?t Regensburg, 31 (44/45) Universit?tsverlag Regensburg, 26-29. - Binder, Markus, Heinrich, Bernd, Hopf, Marcus und Schiller, Alexander (2022). Global reconstruction of language models with linguistic rules – Explainable AI for online consumer reviews.
Electronic Markets SPRINGER HEIDELBERG, HEIDELBERG
https://dx.doi.org/10.1007/s12525-022-00612-5 - Szubartowicz, Michael (2022). The Challenges of Big Data - Contributions in the Field of Data Quality and Artificial Intelligence Applications.
- Heinrich, Bernd, Hollnberger, Theresa, Hopf, Marcus und Schiller, Alexander (2022). Long-term Sequential and Temporal Dynamics in Online Consumer Ratings.
European Conference on Information Systems (ECIS), Timisoara, Romania, 20th June to 25th of June 2022 - Heinrich, Bernd, Hopf, Marcus, Lohninger, Daniel, Schiller, Alexander und Szubartowicz, Michael (2020). Something’s Missing? A Procedure for Extending Item Content Data Sets in the Context of Recommender Systems.
Information Systems Frontiers (ISF) Springer, DORDRECHT
https://dx.doi.org/10.1007/s10796-020-10071-y - Sch?n, Dominik (2020). Quantitative Approaches to enable the Automated Planning of Adaptive Process Models.
- Heinrich, Bernd, Schiller, Alexander, Sch?n, Dominik und Szubartowicz, Michael (2020). Adapting Process Models via an Automated Planning Approach.
Journal of Decision Systems Taylor & Francis - Sch?n, Dominik (2019). The Influence of Automated Planning on the Task Performance of Process Modelers.
International Conference on Information Systems, ICIS 2019, München, 16. - 18.12.2019 - Heinrich, Bernd, Krause, Felix und Schiller, Alexander (2019). Automated Planning of Process Models: The Construction of Parallel Splits and Synchronizations.
Decision Support Systems (DSS), 125 Elsevier, AMSTERDAM, 113096.
https://dx.doi.org/10.1016/j.dss.2019.113096 - Heinrich, Bernd, Hopf, Marcus, Lohninger, Daniel, Schiller, Alexander und Szubartowicz, Michael (2019). Data Quality in Recommender Systems: The Impact of Completeness of Item Content Data on Prediction Accuracy of Recommender Systems.
Electronic Markets (EM) SPRINGER HEIDELBERG, HEIDELBERG
https://dx.doi.org/10.1007/s12525-019-00366-7 - Binder, Markus, Heinrich, Bernd, Klier, Mathias, Obermeier, Andreas und Schiller, Alexander Paul Rudolf (2019). Explaining the stars: Aspect-based sentiment analysis of online customer reviews.
ECIS 2019, Stockholm-Uppsala, Sweden, 8.-14. Jun 2019 - Cetto, Alexandra Verena (2019). Self-Service Technologies and Enterprise Social Networks – Motivations, User Roles, and Knowledge Contribution.
- Schiller, Alexander (2019). Knowledge Discovery from CVs: A Topic Modeling Procedure.
Internationale Tagung Wirtschaftsinformatik (WI), Siegen, 23.02. -27.02.2019