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100 Publications
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2023 | Conference Paper | LibreCat-ID: 45270 | 
Halimeh, Haya, Matthew Caron, and Oliver Müller. “Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features.” In Hawaii International Conference on System Sciences, 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.” In Hawaii International Conference on System Sciences, 2023.
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2023 | Book Chapter | LibreCat-ID: 50450
Brennig, Katharina, Kay Benkert, Bernd Löhr, and Oliver Müller. “Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?” In Business Process Management Workshops, 2023. https://doi.org/10.1007/978-3-031-50974-2_33.
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2022 | Conference Paper | LibreCat-ID: 27507 |
Heuwinkel, Tim, Jan-Peter Kucklick, and Oliver Müller. “Using Geolocated Text to Quantify Location in Real Estate Appraisal.” In 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
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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, 2022. https://doi.org/10.1145/3567430.
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2022 | Conference Paper | LibreCat-ID: 41486
Caron, Matthew, Christian Bartelheimer, and Oliver Müller. “Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation.” In Proceeding of the 28th Americas Conference on Information Systems (AMCIS). Minneapolis, USA, 2022.
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2022 | Conference Paper | LibreCat-ID: 36912
Löhr, Bernd, Katharina Brennig, Christian Bartelheimer, Daniel Beverungen, and Oliver Müller. “Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing.” In International Conference on Business Process Management, 2022. https://doi.org/10.1007/978-3-031-16103-2_18.
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2022 | Conference Paper | LibreCat-ID: 25113
Caron, Matthew, Frederik S. Bäumer, and Oliver Müller. “Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models.” In 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.” 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 |
Kucklick, Jan-Peter, Jennifer Müller, Daniel Beverungen, and Oliver Müller. “Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-Based Deep Learning Approach.” In European Conference on Information Systems, 2021.
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2021 | Conference Paper | LibreCat-ID: 24547
Müller, Oliver, Matthew Caron, Michael Döring, Tim Heuwinkel, and Jochen Baumeister. “PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball Using Tracking Data.” In 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021), n.d.
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2021 | Conference Paper | LibreCat-ID: 25029
Caron, Matthew, Maryna Gulenko, and Oliver Müller. “To the Moon! Analyzing the Community of ‘Degenerates’ Engaged in the Surge of the GME Stock.” In 42nd International Conference on Information Systems (ICIS 2021), 2021.
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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.” In IEEE Workshop on TRust and EXpertise in Visual Analytics, 2021. https://doi.org/10.1109/TREX53765.2021.00009.
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2020 | Conference Paper | LibreCat-ID: 17140
Thiess, Tiemo, Oliver Müller, and Lorenzo Tonelli. “Design Principles for Explainable Sales Win-Propensity Prediction Systems.” In International Conference on Wirtschaftsinformatik, 2020. https://doi.org/10.30844/wi_2020_c8-thiess.
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2020 | Conference Paper | LibreCat-ID: 17095
Grytz, Raphael, Artus Krohn-Grimberghe, and Oliver Müller. “Business Intelligence & Analytics Cost Accounting: An Action Design Research Approach.” In European Conference on Information Systems, 2020.
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2020 | Conference Paper | LibreCat-ID: 21563
Caron, Matthew, and Oliver Müller. “Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility.” In 2020 IEEE International Conference on Big Data (Big Data), 4383–91, 2020. https://doi.org/10.1109/BigData50022.2020.9378134.
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2019 | Journal Article | LibreCat-ID: 4682
Schmiedel, T., Oliver Müller, and J. vom Brocke. “Topic Modeling as a Strategy of Inquiry in Organizational Research: A Tutorial With an Application Example on Organizational Culture.” Organizational Research Methods, 2019, 941--968. https://doi.org/10.1177/1094428118773858.
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2019 | Book Chapter | LibreCat-ID: 16251
Müller, Oliver. “Structuring Unstructured Data—Or: How Machine Learning Can Make You a Wine Sommelier.” In The Art of Structuring, 2019. https://doi.org/10.1007/978-3-030-06234-7_29.
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2019 | Conference Paper | LibreCat-ID: 17096
Sommerauer, Peter, Oliver Müller, Leonard Maxim, and Nils Østman. “The Effect of Marker-Less Augmented Reality on Task and Learning Performance.” In International Conference on Wirtschaftsinformatik, 2019.
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