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116 Publications
2022 | Journal Article | LibreCat-ID: 32866
@article{Shollo_Hopf_Thiess_Müller_2022, title={Shifting ML value creation mechanisms: A process model of ML value creation}, volume={31}, DOI={10.1016/j.jsis.2022.101734}, number={3101734}, journal={The Journal of Strategic Information Systems}, publisher={Elsevier BV}, author={Shollo, Arisa and Hopf, Konstantin and Thiess, Tiemo and Müller, Oliver}, year={2022} }
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2022 | Journal Article | LibreCat-ID: 35620
@article{Kucklick_Müller_2022, title={Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal}, DOI={10.1145/3567430}, journal={ACM Transactions on Management Information Systems}, publisher={Association for Computing Machinery (ACM)}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2022} }
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2022 | Conference Paper | LibreCat-ID: 36912
@inproceedings{Löhr_Brennig_Bartelheimer_Beverungen_Müller_2022, title={Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing}, DOI={10.1007/978-3-031-16103-2_18}, booktitle={International Conference on Business Process Management}, author={Löhr, Bernd and Brennig, Katharina and Bartelheimer, Christian and Beverungen, Daniel and Müller, Oliver}, year={2022} }
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2022 | Conference Paper | LibreCat-ID: 42631
@inproceedings{Caron_2022, title={Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift}, DOI={10.1109/bigdata55660.2022.10020933}, booktitle={2022 IEEE International Conference on Big Data (Big Data)}, publisher={IEEE}, author={Caron, Matthew}, year={2022} }
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2022 | Conference Paper | LibreCat-ID: 25113
@inproceedings{Caron_Bäumer_Müller_2022, title={Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models}, booktitle={55th Hawaii International Conference on System Sciences (HICSS)}, author={Caron, Matthew and Bäumer, Frederik S. and Müller, Oliver}, year={2022} }
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2022 | Conference Paper | LibreCat-ID: 41486
@inproceedings{Caron_Bartelheimer_Müller_2022, place={Minneapolis, USA}, title={Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation}, booktitle={Proceeding of the 28th Americas Conference on Information Systems (AMCIS)}, author={Caron, Matthew and Bartelheimer, Christian and Müller, Oliver}, year={2022} }
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2021 | Conference Paper | LibreCat-ID: 21204 | 
@inproceedings{Kucklick_Müller_2021, title={A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal}, booktitle={ The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2021} }
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2021 | Conference Paper | LibreCat-ID: 22514 |
@inproceedings{Kucklick_Müller_Beverungen_Müller_2021, title={Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach}, booktitle={European Conference on Information Systems}, author={Kucklick, Jan-Peter and Müller, Jennifer and Beverungen, Daniel and Müller, Oliver}, year={2021} }
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2021 | Book Chapter | LibreCat-ID: 32868
@inbook{Nagbøl_Müller_Krancher_2021, place={Cham}, title={Designing a Risk Assessment Tool for Artificial Intelligence Systems}, DOI={10.1007/978-3-030-82405-1_32}, booktitle={The Next Wave of Sociotechnical Design}, publisher={Springer International Publishing}, author={Nagbøl, Per Rådberg and Müller, Oliver and Krancher, Oliver}, year={2021} }
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2021 | Conference Paper | LibreCat-ID: 26812 |
@inproceedings{Leffrang_Müller_2021, title={Should I Follow this Model? The Effect of Uncertainty Visualization on the Acceptance of Time Series Forecasts}, DOI={10.1109/TREX53765.2021.00009}, booktitle={IEEE Workshop on TRust and EXpertise in Visual Analytics}, author={Leffrang, Dirk and Müller, Oliver}, year={2021} }
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2021 | Conference Paper | LibreCat-ID: 24547
@inproceedings{Müller_Caron_Döring_Heuwinkel_Baumeister, title={PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data}, booktitle={8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021)}, author={Müller, Oliver and Caron, Matthew and Döring, Michael and Heuwinkel, Tim and Baumeister, Jochen} }
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2021 | Conference Paper | LibreCat-ID: 25029
@inproceedings{Caron_Gulenko_Müller_2021, title={To the Moon! Analyzing the Community of “Degenerates” Engaged in the Surge of the GME Stock}, booktitle={42nd International Conference on Information Systems (ICIS 2021)}, author={Caron, Matthew and Gulenko, Maryna and Müller, Oliver}, year={2021} }
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2020 | Conference Paper | LibreCat-ID: 17348
@inproceedings{Kucklick_Müller_2020, title={Location, location, location: Satellite image-based real-estate appraisal}, booktitle={Symposium on Statistical Challenges in Electronic Commerce Research (SCECR)}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2020} }
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2020 | Conference Paper | LibreCat-ID: 17140
@inproceedings{Thiess_Müller_Tonelli_2020, title={Design Principles for Explainable Sales Win-Propensity Prediction Systems}, DOI={https://doi.org/10.30844/wi_2020_c8-thiess}, booktitle={International Conference on Wirtschaftsinformatik}, author={Thiess, Tiemo and Müller, Oliver and Tonelli, Lorenzo}, year={2020} }
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2020 | Conference Paper | LibreCat-ID: 17095
@inproceedings{Grytz_Krohn-Grimberghe_Müller_2020, title={Business Intelligence & Analytics Cost Accounting: An Action Design Research Approach}, booktitle={European Conference on Information Systems}, author={Grytz, Raphael and Krohn-Grimberghe, Artus and Müller, Oliver}, year={2020} }
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2020 | Conference Paper | LibreCat-ID: 35660
@inproceedings{Kucklick_Kamm_Schneider_vom Brocke_2020, title={Extending Loyalty Programs with BI Functionalities A Case Study for Brick-and-Mortar Stores}, booktitle={Proceedings of the 53rd Hawaii International Conference on System Sciences}, author={Kucklick, Jan-Peter and Kamm, Michael Reiner and Schneider, Johannes and vom Brocke, Jan}, year={2020} }
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2020 | Journal Article | LibreCat-ID: 35662
@article{Kamm_Kucklick_Schneider_vom Brocke_2020, title={Data mining for small shops: Empowering brick-and-mortar stores through BI functionalities of a loyalty program1}, volume={38}, DOI={10.1080/10580530.2020.1855486}, number={4}, journal={Information Systems Management}, publisher={Informa UK Limited}, author={Kamm, Michael Reiner and Kucklick, Jan-Peter and Schneider, Johannes and vom Brocke, Jan}, year={2020}, pages={270–286} }
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2020 | Conference Paper | LibreCat-ID: 21563
@inproceedings{Caron_Müller_2020, title={Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility}, DOI={10.1109/BigData50022.2020.9378134}, booktitle={2020 IEEE International Conference on Big Data (Big Data)}, author={Caron, Matthew and Müller, Oliver}, year={2020}, pages={4383–4391} }
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2019 | Journal Article | LibreCat-ID: 4682
@article{Schmiedel_Müller_vom Brocke_2019, title={Topic Modeling as a Strategy of Inquiry in Organizational Research: A Tutorial With an Application Example on Organizational Culture}, DOI={https://doi.org/10.1177/1094428118773858}, journal={Organizational Research Methods}, author={Schmiedel, T. and Müller, Oliver and vom Brocke, J.}, year={2019}, pages={941--968} }
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2019 | Book Chapter | LibreCat-ID: 16251
@inbook{Müller_2019, title={Structuring Unstructured Data—Or: How Machine Learning Can Make You a Wine Sommelier}, DOI={10.1007/978-3-030-06234-7_29}, booktitle={The Art of Structuring}, author={Müller, Oliver}, year={2019} }
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