Munich School of Management > Institute of Artificial Intelligence (AI) in Management

2023

Bär, Dominik; Calderon, Fausto; Lawlor, Michael; Licklederer, Sophia; Totzauer, Manuel; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2023): Analyzing Social Media Activities at Bellingcat. WebSci'23, 30.04.2023-01.05.2023, Austin.

Bär, Dominik; Pröllochs, Nicolas; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2023): New threats to society from free-speech social media platforms. arXiv

Koch, Kevin; Maritsch, Martin; Weenen, Eva van; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729; Pfäffli, Matthias; Fleisch, Elgar; Weinmann, Wolfgang; Wortmann, Felix (2023): Leveraging driver vehicle and environment interaction: Machine learning using driver monitoring cameras to detect drunk driving. CHI 2023, 23.04.-28.04.2023, Hamburg.

Lehmann, Vera; Zueger, Thomas; Maritsch, Martin ORCID: 0000-0001-9920-0587; Kraus, Mathias; Albrecht, Caroline; Bérubé, Caterina; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729; Wortmann, Felix; Kowatsch, Tobias; Styger, Naïma; Lagger, Sophie; Laimer, Markus; Fleisch, Elgar; Stettler, Christoph ORCID: 0000-0003-1691-6059 (2023): Machine learning for non‐invasive sensing of hypoglycaemia while driving in people with diabetes. In: Diabetes, Obesity and Metabolism [Forthcoming]

Robertson, Claire; Pröllochs, Nicolas; Schwarzenegger, Kaoru; Parnamets, Phillip; Bavel, Jay J. van; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2023): Negativity drives online news consumption. In: Nature Human Behaviour [Forthcoming]

Schallmoser, Simon ORCID: 0000-0003-4076-0584; Zueger, Thomas ORCID: 0000-0001-6190-7405; Kraus, Mathias ORCID: 0000-0002-2021-2743; Saar-Tsechansky, Maytal ORCID: 0000-0002-2400-3762; Stettler, Christoph ORCID: 0000-0003-1691-6059; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2023): Machine Learning for Predicting Micro- and Macrovascular Complications in Individuals With Prediabetes or Diabetes: Retrospective Cohort Study. In: Journal of Medical Internet Research, Vol. 25, e42181

2022

Banholzer, Nicolas; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729; Vach, Werner (2022): Estimating and explaining cross-country variation in the effectiveness of non-pharmaceutical interventions during COVID-19. In: Scientific Reports, Vol. 12, No. 1, 7526 [PDF, 1MB]

Banholzer, Nicolas ORCID: 0000-0003-0138-6120; Lison, Adrian; Özcelik, Dennis; Stadler, Tanja; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729; Vach, Werner (2022): The methodologies to assess the effectiveness of non-pharmaceutical interventions during COVID-19: a systematic review. In: European Journal of Epidemiology, Vol. 37, No. 10: pp. 1003-1024 [PDF, 1MB]

Benk, Michaela; Weibel, Raphael P.; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729; Ferrario, Andrea (2022): "Is It My Turn?" Assessing Teamwork and Taskwork in Collaborative Immersive Analytics. In: Proceedings of the ACM on Human-Computer Interaction, Vol. 6, No. CSCW2: pp. 1-23

Blümlein, Theresa; Persson, Joel; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): Learning Optimal Dynamic Treatment Regimes Using Causal Tree Methods in Medicine. MLHC 2022, 05.08.2022-06.08.2022, Durham.

Bär, Dominik; Pröllochs, Nicolas; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): Finding Qs: Profiling QAnon Supporters on Parler. ICWSM 2023, 05.06.2023-08.06.2023, Limassol.

De-Arteaga, Maria; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729; Saar-Tsechansky, Maytal (2022): Algorithmic Fairness in Business Analytics: Directions for Research and Practice. In: Production and Operations Management, Vol. 31, No. 10: pp. 3749-3770

Dolata, Mateusz ORCID: 0000-0002-2732-4465; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729; Schwabe, Gerhard (2022): A sociotechnical view of algorithmic fairness. In: Information Systems Journal, Vol. 32, No. 4: pp. 754-818

Feuerriegel, Stefan ORCID: 0000-0001-7856-8729; Shrestha, Yash Raj; Krogh, Georg von (2022): Bringing artificial intelligence to business management. In: Nature Machine Intelligence, Vol. 4: pp. 611-613

Frauen, Dennis; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): Estimating individual treatment effects under unobserved confounding using binary instruments. ICLR 2023, 01.05.2023-05.05.2023, Kigali.

Frauen, Dennis; Hatt, Tobias; Melnychuk, Valentyn; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): Estimating average causal effects from patient trajectories. AAAI-23, 07.02.2023-14.02.2023, Washington D.C..

Föll, Simon ORCID: 0000-0002-4364-4282; Lison, Adrian ORCID: 0000-0002-6822-8437; Maritsch, Martin ORCID: 0000-0001-9920-0587; Klingberg, Karsten ORCID: 0000-0002-2502-1428; Lehmann, Vera ORCID: 0000-0002-6038-809X; Züger, Thomas ORCID: 0000-0001-6190-7405; Srivastava, David ORCID: 0000-0002-4744-0463; Jegerlehner, Sabrina ORCID: 0000-0002-0868-0608; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729; Fleisch, Elgar ORCID: 0000-0002-4842-1117; Exadaktylos, Aristomenis ORCID: 0000-0002-2705-5170; Wortmann, Felix ORCID: 0000-0001-5034-2023 (2022): A Scalable Risk-Scoring System Based on Consumer-Grade Wearables for Inpatients With COVID-19: Statistical Analysis and Model Development. In: JMIR Formative Research, Vol. 6, No. 6, e35717 [PDF, 875kB]

Ganter, Manuel; Toetzke, Malte; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): Mining points-of-interest data to predict urban inequality: Evidence from Germany and France. ICWSM 2022, 06.06.2022-09.06.2022, Atlanta.

Hummler, Philipp; Naumzik, Christof; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): Web Mining to Inform Locations of Charging Stations for Electric Vehicles. WWW '22: The ACM Web Conference 2022, 25.04.2022-29.04.2022, Lyon.

Jakubik, Johannes; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): Data-driven allocation of development aid toward sustainable development goals: Evidence from HIV/AIDS. In: Production and Operations Management, Vol. 31, No. 6: pp. 2739-2756 [PDF, 1MB]

Jakubik, Johannes; Vössing, Michael; Pröllochs, Nicolas; Bär, Dominik; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): Online Emotions During the Storming of the U.S. Capitol: Evidence from the Social Media Network Parler. ICWSM 2023, 05.06.2023-08.06.2023, Limassol.

Kuzmanovic, Milan; Hatt, Tobias; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): Estimating Conditional Average Treatment Effects with Missing Treatment Information. AISTATS 2023, 25.04.2023-27.04.2023, Valencia.

Lison, Adrian ORCID: 0000-0002-6822-8437; Persson, Joel; Banholzer, Nicolas; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): Estimating the effect of mobility on SARS-CoV-2 transmission during the first and second wave of the COVID-19 epidemic, Switzerland, March to December 2020. In: Eurosurveillance, Vol. 27, No. 10, 2100374 [PDF, 433kB]

Lorenz, Rafael; Kraus, Mathias; Wolf, Hergen; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729; Netland, Torbjorn (2022): Selecting Advanced Analytics in Manufacturing: A Decision Support Model. In: SSRN

Melnychuk, Valentyn; Frauen, Dennis; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): Causal Transformer for Estimating Counterfactual Outcomes. ICML 2022, 17.07.2022-23.07.2022, Baltimore.

Naumzik, Christof; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): Detecting False Rumors from Retweet Dynamics on Social Media. TheWebConf 2022, 25.04.2022-29.04.2022, Lyon.

Naumzik, Christof; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729; Nielsen, Anne Molgaard (2022): Data-driven dynamic treatment planning for chronic diseases. arXiv

Ozyurt, Yilmazcan; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729; Zhang, Ce (2022): Contrastive Learning for Unsupervised Domain Adaptation of Time Series. ICLR 2023, 01.05.2023-05.05.2023, Kigali.

Ozyurt, Yilmazcan; Hatt, Tobias; Zhang, Ce; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): A Deep Markov Model for Clickstream Analytics in Online Shopping. TheWebConf 2022, 25.04.2022-29.04.2022, Lyon.

Pröllochs, Nicolas; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): Mechanisms of True and False Rumor Sharing in Social Media: Collective Intelligence or Herd Behavior? CSCW 2023, 14.10.2023-18.10.2023, Minneapolis.

Seeliger, Arne; Netland, Torbjørn; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): Augmented Reality for Machine Setups: Task Performance and Usability Evaluation in a Field Test. In: Procedia CIRP, Vol. 107: pp. 570-575

Seeliger, Arne ORCID: 0000-0001-7127-8104; Weibel, Raphael P. ORCID: 0000-0002-8854-7507; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): Context-Adaptive Visual Cues for Safe Navigation in Augmented Reality Using Machine Learning. In: International Journal of Human–Computer Interaction: pp. 1-21 [Forthcoming]

Toetzke, Malte; Banholzer, Nicolas; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): Monitoring global development aid with machine learning. In: Nature Sustainability, Vol. 5: pp. 533-541

Tschernutter, Daniel; Hatt, Tobias; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2022): Interpretable Off-Policy Learning via Hyperbox Search. ICML 2022, 17.07.2022-23.07.2022, Baltimore.

Yue, Zhenrui; Zeng, Huimin; Kratzwald, Bernhard; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729; Wang, Dong (2022): QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation. EMNLP 2022, 07.12.2022-11.12.2022, Abu Dhabi.

Zueger, Thomas ORCID: 0000-0001-6190-7405; Schallmoser, Simon; Kraus, Mathias; Saar-Tsechansky, Maytal; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729; Stettler, Christoph (2022): Machine Learning for Predicting the Risk of Transition from Prediabetes to Diabetes. In: Diabetes Technology & Therapeutics, Vol. 24, No. 11: pp. 842-847

2021

Allam, Ahmed ORCID: 0000-0003-0871-1977; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729; Rebhan, Michael ORCID: 0000-0002-0890-9492; Krauthammer, Michael ORCID: 0000-0002-4808-1845 (2021): Analyzing Patient Trajectories With Artificial Intelligence. In: Journal of Medical Internet Research, Vol. 23, No. 12, e29812 [PDF, 446kB]

Hatt, Tobias; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2021): Estimating Average Treatment Effects via Orthogonal Regularization. CIKM: Conference on Information and Knowledge Management, 01.11.2021-05.11.2021, Queensland.

Hatt, Tobias; Tschernutter, Daniel; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2021): Generalizing Off-Policy Learning under Sample Selection Bias. UAI 2022, 01.08.2022-05.08.2022, Eindhoven.

Kuzmanovic, Milan; Hatt, Tobias; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2021): Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies. Machine Learning for Health, 04.12.2021, Virtual Conference.

Martinez-De la Torre, Adrian ORCID: 0000-0002-3155-7421; Weenen, Eva van ORCID: 0000-0001-5500-2108; Kraus, Mathias ORCID: 0000-0002-2021-2743; Weiler, Stefan; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729; Burden, Andrea M. ORCID: 0000-0001-7082-8530 (2021): A Network Analysis of Drug Combinations Associated with Acute Generalized Exanthematous Pustulosis (AGEP). In: Journal of Clinical Medicine, Vol. 10, No. 19, 4486 [PDF, 836kB]

Naumzik, Christof; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729; Weinmann, Markus (2021): I Will Survive: Predicting Business Failures from Customer Ratings. In: Marketing Science, Vol. 41, No. 1: pp. 188-207 [PDF, 1MB]

Persson, Joel; Parie, Jurriaan F.; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2021): Monitoring the COVID-19 epidemic with nationwide telecommunication data. In: PNAS: Proceedings of the National Academy of Sciences, Vol. 118, No. 26 [PDF, 2MB]

Pröllochs, Nicolas; Bär, Dominik; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2021): Emotions explain differences in the diffusion of true vs. false social media rumors. In: Scientific Reports, Vol. 11, No. 1, 22721 [PDF, 1MB]

Pröllochs, Nicolas ORCID: 0000-0002-1835-7302; Bär, Dominik; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2021): Emotions in online rumor diffusion. In: EPJ Data Science, Vol. 10, 51 [PDF, 3MB]

Seeliger, Arne; Merz, Gerrit; Holz, Christian; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2021): Exploring the Effect of Visual Cues on Eye Gaze During AR-Guided Picking and Assembly Tasks. 2021 IEEE International Symposium on Mixed and Augmented Reality (SMAR), 04.10.2021-08.10.2021, Online.

Senoner, Julian; Netland, Torbjörn; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2021): Using Explainable Artificial Intelligence to Improve Process Quality: Evidence from Semiconductor Manufacturing. In: Management Science, Vol. 68, No. 8: pp. 5704-5723 [PDF, 1MB]

Yue, Zhenrui; Kratzwald, Bernhard; Feuerriegel, Stefan ORCID: 0000-0001-7856-8729 (2021): Contrastive Domain Adaptation for Question Answering using Limited Text Corpora. EMNLP 2021, 07.11.2021-11.11.2021, Online.