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73 Publications
2023 | Conference Paper | LibreCat-ID: 50437
Reimann, Raphael, and Matthew Caron. “Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach.” Wirtschaftsinformatik, 2023.
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2023 | Conference Paper | LibreCat-ID: 37058
Brennig, Katharina, and Oliver Müller. “More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency.” Hawaii International Conference on System Sciences, 2023.
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2023 | Book Chapter | LibreCat-ID: 50450
Brennig, Katharina, et al. “Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?” Business Process Management Workshops, 2023, doi:10.1007/978-3-031-50974-2_33.
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2023 | Journal Article | LibreCat-ID: 45299
Kucklick, Jan-Peter. “HIEF: A Holistic Interpretability and Explainability Framework.” Journal of Decision Systems, Taylor & Francis, 2023, pp. 1–41, doi:10.1080/12460125.2023.2207268.
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2023 | Conference Paper | LibreCat-ID: 50459
Brock, Jonathan, et al. “A Process Mining Maturity Model: Enabling Organizations to Assess and Improve Their Process Mining Activities.” European Conference on Information Systems (ECIS), 2023.
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2023 | Journal Article | LibreCat-ID: 45112
Beverungen, Daniel, et al. “Digital Responsibility – a Multilevel Framework for Responsible Digitalization.” Business & Information Systems Engineering, vol. 65, no. 4, 2023, pp. 463–74, doi:10.1007/s12599-023-00822-x.
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2022 | Conference Paper | LibreCat-ID: 27506 | 
Kucklick, Jan-Peter. “Visual Interpretability of Image-Based Real Estate Appraisal.” 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
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2022 | Conference Paper | LibreCat-ID: 29539 |
Kucklick, Jan-Peter. “Towards a Model- and Data-Focused Taxonomy of XAI Systems.” Wirtschaftsinformatik 2022 Proceedings, 2022.
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2022 | Journal Article | LibreCat-ID: 32866
Shollo, Arisa, et al. “Shifting ML Value Creation Mechanisms: A Process Model of ML Value Creation.” The Journal of Strategic Information Systems, vol. 31, no. 3, 101734, Elsevier BV, 2022, doi:10.1016/j.jsis.2022.101734.
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2022 | Journal Article | LibreCat-ID: 35620
Kucklick, Jan-Peter, and Oliver Müller. “Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-Based Real Estate Appraisal.” ACM Transactions on Management Information Systems, Association for Computing Machinery (ACM), 2022, doi:10.1145/3567430.
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2022 | Conference Paper | LibreCat-ID: 36912
Löhr, Bernd, et al. “Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing.” International Conference on Business Process Management, 2022, doi:10.1007/978-3-031-16103-2_18.
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2022 | Conference Paper | LibreCat-ID: 42631
Caron, Matthew. “Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift.” 2022 IEEE International Conference on Big Data (Big Data), IEEE, 2022, doi:10.1109/bigdata55660.2022.10020933.
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2022 | Conference Paper | LibreCat-ID: 25113
Caron, Matthew, et al. “Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models.” 55th Hawaii International Conference on System Sciences (HICSS), 2022.
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2021 | Conference Paper | LibreCat-ID: 21204 |
Kucklick, Jan-Peter, and Oliver Müller. “A Comparison of Multi-View Learning Strategies for Satellite Image-Based Real Estate Appraisal.” The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
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2021 | Conference Paper | LibreCat-ID: 22514 |
Kucklick, Jan-Peter, et al. “Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-Based Deep Learning Approach.” European Conference on Information Systems, 2021.
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2021 | Book Chapter | LibreCat-ID: 32868
Nagbøl, Per Rådberg, et al. “Designing a Risk Assessment Tool for Artificial Intelligence Systems.” The Next Wave of Sociotechnical Design, Springer International Publishing, 2021, doi:10.1007/978-3-030-82405-1_32.
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2021 | Conference Paper | LibreCat-ID: 26812 |
Leffrang, Dirk, and Oliver Müller. “Should I Follow This Model? The Effect of Uncertainty Visualization on the Acceptance of Time Series Forecasts.” IEEE Workshop on TRust and EXpertise in Visual Analytics, 2021, doi:10.1109/TREX53765.2021.00009.
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2021 | Conference Paper | LibreCat-ID: 24547
Müller, Oliver, et al. “PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball Using Tracking Data.” 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021).
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2021 | Conference Paper | LibreCat-ID: 25029
Caron, Matthew, et al. “To the Moon! Analyzing the Community of ‘Degenerates’ Engaged in the Surge of the GME Stock.” 42nd International Conference on Information Systems (ICIS 2021), 2021.
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