Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features
H. Halimeh, M. Caron, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
LibreCat: /record/45270

More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency
K. Brennig, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
LibreCat: /record/37058

Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?
K. Brennig, K. Benkert, B. Löhr, O. Müller, in: Business Process Management Workshops, 2023.
LibreCat: /record/50450
DOI: 10.1007/978-3-031-50974-2_33

Using Geolocated Text to Quantify Location in Real Estate Appraisal
T. Heuwinkel, J.-P. Kucklick, O. Müller, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
LibreCat: /record/27507

Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal
J.-P. Kucklick, O. Müller, ACM Transactions on Management Information Systems (2022).
LibreCat: /record/35620
DOI: 10.1145/3567430

Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation
M. Caron, C. Bartelheimer, O. Müller, in: Proceeding of the 28th Americas Conference on Information Systems (AMCIS), Minneapolis, USA, 2022.
LibreCat: /record/41486

Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing
B. Löhr, K. Brennig, C. Bartelheimer, D. Beverungen, O. Müller, in: International Conference on Business Process Management, 2022.
LibreCat: /record/36912
DOI: 10.1007/978-3-031-16103-2_18

Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models
M. Caron, F.S. Bäumer, O. Müller, in: 55th Hawaii International Conference on System Sciences (HICSS), 2022.
LibreCat: /record/25113

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.
LibreCat: /record/21204

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.
LibreCat: /record/22514

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.
LibreCat: /record/24547

To the Moon! Analyzing the Community of cDegeneratesd Engaged in the Surge of the GME Stock
M. Caron, M. Gulenko, O. Müller, in: 42nd International Conference on Information Systems (ICIS 2021), 2021.
LibreCat: /record/25029

Should I Follow this Model? The Effect of Uncertainty Visualization on the Acceptance of Time Series Forecasts
D. Leffrang, O. Müller, in: IEEE Workshop on TRust and EXpertise in Visual Analytics, 2021.
LibreCat: /record/26812
DOI: 10.1109/TREX53765.2021.00009

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: /record/17348
arXiv: 2006.11406

Design Principles for Explainable Sales Win-Propensity Prediction Systems
T. Thiess, O. Müller, L. Tonelli, in: International Conference on Wirtschaftsinformatik, 2020.
LibreCat: /record/17140
DOI: https://doi.org/10.30844/wi_2020_c8-thiess

Business Intelligence & Analytics Cost Accounting: An Action Design Research Approach
R. Grytz, A. Krohn-Grimberghe, O. Müller, in: European Conference on Information Systems, 2020.
LibreCat: /record/17095

Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility
M. Caron, O. Müller, in: 2020 IEEE International Conference on Big Data (Big Data), 2020, pp. 4383–4391.
LibreCat: /record/21563
DOI: 10.1109/BigData50022.2020.9378134

Topic Modeling as a Strategy of Inquiry in Organizational Research: A Tutorial With an Application Example on Organizational Culture
T. Schmiedel, O. Müller, J. vom Brocke, Organizational Research Methods (2019) 941--968.
LibreCat: /record/4682
DOI: https://doi.org/10.1177/1094428118773858

Structuring Unstructured Data—Or: How Machine Learning Can Make You a Wine Sommelier
O. Müller, in: The Art of Structuring, 2019.
LibreCat: /record/16251
DOI: 10.1007/978-3-030-06234-7_29

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.
LibreCat: /record/17096