- 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, 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 - 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 , S. 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, 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)
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 - Heinrich, Bernd, Klier, Mathias, Obermeier, Andreas und Schiller, Alexander (2018) Event-Driven Duplicate Detection: A probability based Approach.
European Conference on Information Systems (ECIS), Portsmouth, United Kingdom, June 23-28, 2018 - Heinrich, Bernd, Klier, Mathias, Schiller, Alexander Paul Rudolf und Wagner, Gerit (2018) Assessing Data Quality - A Probability-based Metric for Semantic Consistency.
Decision Support Systems (DSS): 10, S. 95-106.
https://dx.doi.org/10.1016/j.dss.2018.03.011 - Heinrich, Bernd, Klier, Mathias, Hristova, Diana, Schiller, Alexander Paul Rudolf und Szubartowicz, Michael (2018) Requirements for Data Quality Metrics.
Journal of Data and Information Quality (JDIQ): 9 (2), S. ArtNo.12.
https://dx.doi.org/10.1145/3148238 - Heinrich, Bernd und Hristova, Diana (2016) A quantitative Approach for modelling the influence of currency of Information on decision-making under uncertainty.
Journal of Decision Systems: 25 (1), S. 16-41.
https://dx.doi.org/10.1080/12460125.2015.1080494 - Heinrich, Bernd und Klier, Mathias (2016) Datenqualit?t als Erfolgsfaktor im Business Analytics.
Controlling - Zeitschrift für erfolgsorientierte Unternehmenssteuerung: 28 (8-9), S. 488-494.
https://dx.doi.org/10.15358/0935-0381-2016-8-9-488 - Klier, Mathias und Heinrich, Bernd (2016) Datenqualit?t von Big Data als Erfolgsfaktor im Customer Relationship Management.
, S. 13-24. ISBN 978-3-7910-3720-2 (print), 978-3-7910-3721-9 (ebook). - Heinrich, Bernd und Klier, Mathias (2015) Metric-based Data Quality Assessment - Developing and Evaluating a Probability-based Currency Metric Decision Support Systems.
Decision Support Systems (DSS): 72, S. 82-96. - Hristova, Diana (2014) Considering Currency in Decision Trees in the Context of Big Data.
2014 International Conference on Information Systems, Auckland, New Zealand, 14.-17.12.2014 - Heinrich, Bernd und Hristova, Diana (2014) A Fuzzy Metric for Currency in the Context of Big Data.
22nd European Conference on Information Systems (ECIS), Tel Aviv, Israel, 2014 - Heinrich, Bernd, Klier, Mathias und G?rz, Quirin (2012) Ein metrikbasierter Ansatz zur Messung der Aktualit?t von Daten in Informationssystemen.
Zeitschrift für Betriebswirtschaft (ZfB): 82 (11), S. 1193-1228.
https://dx.doi.org/10.1007/s11573-012-0623-7 - Heinrich, Bernd und Klier, Mathias (2011) Assessing data currency — a probabilistic approach.
Journal of Information Science: 37 (1), S. 86-100.
https://dx.doi.org/10.1177/0165551510392653 - Heinrich, Bernd und Klier, Mathias (2009) A Novel Data Quality Metric for Timeliness considering Supplemental Data.
17th European Conference on Information Systems (ECIS), University of Verona, 2009 , S. 2701-2713. ISBN 978-88-6129-391-5. - Heinrich, Bernd, Kaiser, Marcus und Klier, Mathias (2009) A Procedure to Develop Metrics for Currency and its Application in CRM.
ACM journal of data and information quality : JDIQ: 1 (1)
https://dx.doi.org/10.1145/1515693.1515697 - Heinrich, Bernd, Kaiser, Marcus und Klier, Mathias (2008) Does the EU Insurance Mediation Directive Help to Improve Data Quality? - A Metric-based Analysis.
16th European Conference on Information Systems (ECIS), National University of Galway, Ireland, 2008 , ISBN 978-0-9553159-2-3. - Heinrich, Bernd (2007) Der effiziente Einsatz proaktiver und reaktiver Datenqualit?tsma?nahmen - Ein modellbasierter Ansatz und seine Anwendung bei einem Finanzdienstleister.
Die Betriebswirtschaft: 67 (5), S. 539-562. - Heinrich, Bernd, Kaiser, Marcus und Klier, Mathias (2007) DQ Metrics: A Novel Approach to Quantify Timeliness and its Application in CRM.
12th International Conference on Information Quality (ICIQ), University of Cambridge, 2007 - Heinrich, Bernd, Kaiser, Marcus und Klier, Mathias (2007) How to measure Data Quality? A Metric-based Approach.
28th International Conference of Information Systems (ICIS), Queen's University Montreal, Kanada, 2007 - Heinrich, Bernd und Klier, Mathias (2006) Ein Optimierungsansatz für ein fortlaufendes Datenqualit?tsmanagement und seine praktische Anwendung bei Kundenkampagnen.
Zeitschrift für Betriebswirtschaft: 76 (6), S. 559-587.
https://dx.doi.org/10.1007/s11573-006-0028-6
