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41 Publications


2022 | Conference Paper | LibreCat-ID: 27506 | OA
Visual Interpretability of Image-based Real Estate Appraisal
J.-P. Kucklick, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
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2022 | Conference Paper | LibreCat-ID: 25113
Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models
M. Caron, F.S. Bäumer, O. Müller, in: 55th Annual Hawaii International Conference on System Sciences (HICSS 2022), n.d.
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2022 | Conference Paper | LibreCat-ID: 29539 | OA
Towards a model- and data-focused taxonomy of XAI systems
J.-P. Kucklick, in: Wirtschaftsinformatik 2022 Proceedings, 2022.
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2022 | Journal Article | LibreCat-ID: 32866
Shifting ML value creation mechanisms: A process model of ML value creation
A. Shollo, K. Hopf, T. Thiess, O. Müller, The Journal of Strategic Information Systems 31 (2022).
LibreCat | Files available | DOI
 

2021 | Conference Paper | LibreCat-ID: 25029
To the Moon! Analyzing the Community of “Degenerates” Engaged in the Surge of the GME Stock
M. Caron, M. Gulenko, O. Müller, in: 42nd International Conference on Information Systems (ICIS 2021), 2021.
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2021 | Conference Paper | LibreCat-ID: 26812 | OA LibreCat | Download (ext.)
 

2021 | Conference Paper | LibreCat-ID: 21204 | OA
A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal
J.-P. Kucklick, O. Müller, 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 | OA
Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach
J.-P. Kucklick, J. Müller, D. Beverungen, O. Müller, in: European Conference on Information Systems, 2021.
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2021 | Conference Paper | LibreCat-ID: 24547
PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data
O. Müller, M. Caron, M. Döring, T. Heuwinkel, J. Baumeister, in: 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021), n.d.
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2021 | Book Chapter | LibreCat-ID: 32868
Designing a Risk Assessment Tool for Artificial Intelligence Systems
P.R. Nagbøl, O. Müller, O. Krancher, in: The Next Wave of Sociotechnical Design, Springer International Publishing, Cham, 2021.
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2020 | Conference Paper | LibreCat-ID: 21563
Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility
M. Caron, O. Müller, in: 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020, pp. 4383–4391.
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2020 | Conference Paper | LibreCat-ID: 17348
Location, location, location: Satellite image-based real-estate appraisal
J.-P. Kucklick, O. Müller, in: Symposium on Statistical Challenges in Electronic Commerce Research (SCECR), 2020.
LibreCat | arXiv
 

2020 | Conference Paper | LibreCat-ID: 17140
Design Principles for Explainable Sales Win-Propensity Prediction Systems
T. Thiess, O. Müller, L. Tonelli, in: International Conference on Wirtschaftsinformatik, 2020.
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2020 | Conference Paper | LibreCat-ID: 17095
Business Intelligence & Analytics Cost Accounting: An Action Design Research Approach
R. Grytz, A. Krohn-Grimberghe, O. Müller, in: European Conference on Information Systems, 2020.
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2019 | Conference Paper | LibreCat-ID: 17096
The Effect of Marker-less Augmented Reality on Task and Learning Performance
P. Sommerauer, O. Müller, L. Maxim, N. Østman, in: International Conference on Wirtschaftsinformatik, 2019.
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2018 | Journal Article | LibreCat-ID: 17094
Hospital-wide Process-oriented Organization of Care: The Case of Turku University Central Hospital
R. Suomi, O. Müller, J. vom Brocke, Journal of Information Technology Theory and Application 19 (2018) 3.
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2018 | Conference Paper | LibreCat-ID: 17099
Towards Design Principles for Data-Driven Decision Making–An Action Design Research Project in the Maritime Industry
T. Thiess, O. Müller, in: European Conference on Information Systems, 2018.
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2018 | Conference Paper | LibreCat-ID: 17098
Augmented reality for teaching and learning - A literature review on theoretical and empirical foundations
P. Sommerauer, O. Müller, in: European Conference on Information Systems, 2018.
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2018 | Conference Paper | LibreCat-ID: 17097
Emotional contagion through online newspapers
K. Bösch, O. Müller, J. Schneider, in: European Conference on Information Systems, 2018.
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2016 | Conference Paper | LibreCat-ID: 17103
Disentangling the Relationship Between the Adoption of In-Memory Computing and Firm Performance
M. Fay, O. Müller, J. vom Brocke, in: European Conference on Information Systems, 2016.
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