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61 Publications
2022 | Conference Paper | LibreCat-ID: 42631
M. Caron, “Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift,” presented at the 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan, 2022, doi: 10.1109/bigdata55660.2022.10020933.
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2022 | Conference Paper | LibreCat-ID: 25113
M. Caron, F. S. Bäumer, and O. Müller, “Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models,” presented at the 55th Hawaii International Conference on System Sciences (HICSS), Online, 2022.
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2021 | Conference Paper | LibreCat-ID: 21204 | 
J.-P. Kucklick and O. Müller, “A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal,” in The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
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2021 | Conference Paper | LibreCat-ID: 22514 |
J.-P. Kucklick, J. Müller, D. Beverungen, and O. Müller, “Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach,” in European Conference on Information Systems, Virtual, 2021.
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2021 | Conference Paper | LibreCat-ID: 26812 |
D. Leffrang and O. Müller, “Should I Follow this Model? The Effect of Uncertainty Visualization on the Acceptance of Time Series Forecasts,” presented at the 2021 IEEE Visualization conference, 2021, doi: 10.1109/TREX53765.2021.00009.
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2021 | Conference Paper | LibreCat-ID: 24547
O. Müller, M. Caron, M. Döring, T. Heuwinkel, and J. Baumeister, “PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data,” presented at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML PKDD 2021), Online.
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2021 | Conference Paper | LibreCat-ID: 25029
M. Caron, M. Gulenko, and O. Müller, “To the Moon! Analyzing the Community of ‘Degenerates’ Engaged in the Surge of the GME Stock,” presented at the 42nd International Conference on Information Systems (ICIS 2021), Austin, Texas, 2021.
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2020 | Conference Paper | LibreCat-ID: 17095
R. Grytz, A. Krohn-Grimberghe, and O. Müller, “Business Intelligence & Analytics Cost Accounting: An Action Design Research Approach,” 2020.
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2020 | Conference Paper | LibreCat-ID: 35660
J.-P. Kucklick, M. R. Kamm, J. Schneider, and J. vom Brocke, “Extending Loyalty Programs with BI Functionalities A Case Study for Brick-and-Mortar Stores,” presented at the 53th Annual Hawaii International Conference on System Sciences (HICSS-53), 2020.
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2020 | Journal Article | LibreCat-ID: 35662
M. R. Kamm, J.-P. Kucklick, J. Schneider, and J. vom Brocke, “Data mining for small shops: Empowering brick-and-mortar stores through BI functionalities of a loyalty program1,” Information Systems Management, vol. 38, no. 4, pp. 270–286, 2020, doi: 10.1080/10580530.2020.1855486.
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2020 | Conference Paper | LibreCat-ID: 21563
M. Caron and O. Müller, “Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility,” in 2020 IEEE International Conference on Big Data (Big Data), Online, 2020, pp. 4383–4391, doi: 10.1109/BigData50022.2020.9378134.
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2019 | Conference Paper | LibreCat-ID: 17096
P. Sommerauer, O. Müller, L. Maxim, and N. Østman, “The Effect of Marker-less Augmented Reality on Task and Learning Performance,” 2019.
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2018 | Journal Article | LibreCat-ID: 17094
R. Suomi, O. Müller, and J. vom Brocke, “Hospital-wide Process-oriented Organization of Care: The Case of Turku University Central Hospital,” Journal of Information Technology Theory and Application, vol. 19, no. 4, p. 3, 2018.
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2018 | Conference Paper | LibreCat-ID: 17099
T. Thiess and O. Müller, “Towards Design Principles for Data-Driven Decision Making–An Action Design Research Project in the Maritime Industry,” 2018.
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2018 | Conference Paper | LibreCat-ID: 17098
P. Sommerauer and O. Müller, “Augmented reality for teaching and learning - A literature review on theoretical and empirical foundations,” 2018.
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2018 | Conference Paper | LibreCat-ID: 17097
K. Bösch, O. Müller, and J. Schneider, “Emotional contagion through online newspapers,” 2018.
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2016 | Conference Paper | LibreCat-ID: 17103
M. Fay, O. Müller, and J. vom Brocke, “Disentangling the Relationship Between the Adoption of In-Memory Computing and Firm Performance,” presented at the European Conference on Information Systems , 2016.
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