Publikationen

Binder, Markus (2025) Evaluating Electronic Word-of-Mouth in the Age of Large Language Models – Contributions to Explanatory Models and Explainable AI Approaches for Online Consumer Reviews.
Binder, Markus (2025) Evaluating Electronic Word-of-Mouth in the Age of Large Language Models – Contributions to Explanatory Models and Explainable AI Approaches for Online Consumer Reviews.
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
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
Förster, 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
Förster, 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, 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, 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
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
Lohninger, Daniel (2024) Concepts and Methods for Decision Support - Contributions to Item and Service Recommendations for Users in Web and Mobile Environments.
Lohninger, Daniel (2024) Concepts and Methods for Decision Support - Contributions to Item and Service Recommendations for Users in Web and Mobile Environments.
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.
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
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
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 Fakultät für Informatik und Data Science].
Blick in die Wissenschaft: Forschungsmagazin der Universität Regensburg, 31 (44/45) Universitätsverlag Regensburg, 5-6.
https://dx.doi.org/10.5283/bidw.v31i44/45
Erhard, Florian, Heinrich, Bernd, Klettke, Meike und Wolff, Christian (2023) Einleitung [zum Themenheft Fakultät für Informatik und Data Science].
Blick in die Wissenschaft: Forschungsmagazin der Universität Regensburg, 31 (44/45) Universitätsverlag 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 Universität Regensburg, 31 (44/45) Universitätsverlag Regensburg, 26-29.
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 Universität Regensburg, 31 (44/45) Universitätsverlag 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