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Anzahl der Publikationen auf dieser Ebene: 53

Englisch

Allam, Ahmed ORCID logoORCID: https://orcid.org/0000-0003-0871-1977; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729; Rebhan, Michael ORCID logoORCID: https://orcid.org/0000-0002-0890-9492 und Krauthammer, Michael ORCID logoORCID: https://orcid.org/0000-0002-4808-1845 (2021): Analyzing Patient Trajectories With Artificial Intelligence. In: Journal of Medical Internet Research, Bd. 23, Nr. 12, e29812 [PDF, 446kB]

Banholzer, Nicolas; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Vach, Werner (2022): Estimating and explaining cross-country variation in the effectiveness of non-pharmaceutical interventions during COVID-19. In: Scientific Reports, Bd. 12, Nr. 1, 7526 [PDF, 1MB]

Banholzer, Nicolas ORCID logoORCID: https://orcid.org/0000-0003-0138-6120; Lison, Adrian; Özcelik, Dennis; Stadler, Tanja; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Vach, Werner (2022): The methodologies to assess the effectiveness of non-pharmaceutical interventions during COVID-19: a systematic review. In: European Journal of Epidemiology, Bd. 37, Nr. 10: S. 1003-1024 [PDF, 1MB]

Benk, Michaela; Weibel, Raphael P.; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Ferrario, Andrea (2022): "Is It My Turn?" Assessing Teamwork and Taskwork in Collaborative Immersive Analytics. In: Proceedings of the ACM on Human-Computer Interaction, Bd. 6, Nr. CSCW2: S. 1-23

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

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

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

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

De-Arteaga, Maria; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Saar-Tsechansky, Maytal (2022): Algorithmic Fairness in Business Analytics: Directions for Research and Practice. In: Production and Operations Management, Bd. 31, Nr. 10: S. 3749-3770

Dolata, Mateusz ORCID logoORCID: https://orcid.org/0000-0002-2732-4465; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Schwabe, Gerhard (2022): A sociotechnical view of algorithmic fairness. In: Information Systems Journal, Bd. 32, Nr. 4: S. 754-818

Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729; DiResta, Renée; Goldstein, Josh A. ORCID logoORCID: https://orcid.org/0000-0003-2820-2977; Kumar, Srijan ORCID logoORCID: https://orcid.org/0000-0002-5796-3532; Lorenz-Spreen, Philipp ORCID logoORCID: https://orcid.org/0000-0001-6319-4154; Tomz, Michael und Pröllochs, Nicolas ORCID logoORCID: https://orcid.org/0000-0002-1835-7302 (2023): Research can help to tackle AI-generated disinformation. In: Nature Human Behaviour, Bd. 7, Nr. 11: S. 1818-1821 [PDF, 275kB]

Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729; Shrestha, Yash Raj und Krogh, Georg von (2022): Bringing artificial intelligence to business management. In: Nature Machine Intelligence, Bd. 4: S. 611-613

Frauen, Dennis und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Estimating individual treatment effects under unobserved confounding using binary instruments. ICLR 2023, Kigali, 01.05.2023-05.05.2023. arXiv.

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

Föll, Simon ORCID logoORCID: https://orcid.org/0000-0002-4364-4282; Lison, Adrian ORCID logoORCID: https://orcid.org/0000-0002-6822-8437; Maritsch, Martin ORCID logoORCID: https://orcid.org/0000-0001-9920-0587; Klingberg, Karsten ORCID logoORCID: https://orcid.org/0000-0002-2502-1428; Lehmann, Vera ORCID logoORCID: https://orcid.org/0000-0002-6038-809X; Züger, Thomas ORCID logoORCID: https://orcid.org/0000-0001-6190-7405; Srivastava, David ORCID logoORCID: https://orcid.org/0000-0002-4744-0463; Jegerlehner, Sabrina ORCID logoORCID: https://orcid.org/0000-0002-0868-0608; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729; Fleisch, Elgar ORCID logoORCID: https://orcid.org/0000-0002-4842-1117; Exadaktylos, Aristomenis ORCID logoORCID: https://orcid.org/0000-0002-2705-5170 und Wortmann, Felix ORCID logoORCID: https://orcid.org/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, Bd. 6, Nr. 6, e35717 [PDF, 875kB]

Ganter, Manuel; Toetzke, Malte und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Mining points-of-interest data to predict urban inequality: Evidence from Germany and France. ICWSM 2022, Atlanta, 06.06.2022-09.06.2022. Budak, Ceren; Cha, Meeyoung und Quercia, Daniele (Hrsg.): Proceedings of the International AAAI Conference on Web and Social Media. Bd. 16, Nr. 1 Palo Alto, CA: Association for the Advancement of Artificial Intelligence. 216 - 227

Hatt, Tobias und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2021): Estimating Average Treatment Effects via Orthogonal Regularization. CIKM: Conference on Information and Knowledge Management, Queensland, 01.11.2021-05.11.2021. In: CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management, S. 680-689

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

Hummler, Philipp; Naumzik, Christof und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Web Mining to Inform Locations of Charging Stations for Electric Vehicles. WWW '22: The ACM Web Conference 2022, Lyon, 25.04.2022-29.04.2022. Laforest, Frédérique; Troncy, Raphaël; Médini, Lionel und Herman, Ivan (Hrsg.): In: Companion Proceedings of the Web Conference 2022, New York: Association for Computing Machinery (ACM). S. 166-170

Jakubik, Johannes und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Data-driven allocation of development aid toward sustainable development goals: Evidence from HIV/AIDS. In: Production and Operations Management, Bd. 31, Nr. 6: S. 2739-2756 [PDF, 1MB]

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

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

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

Kuzmanovic, Milan; Hatt, Tobias und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2021): Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies. Machine Learning for Health, Virtual Conference, 04.12.2021. Roy, Subhrajit; Pfohl, Stephen; Rocheteau, Emma; Tadesse, Girmaw Abebe; Oala, Luis; Falck, Fabian; Zhou, Yuyin; Shen, Liyue; Zamzmi, Ghada; Mugambi, Purity; Zirikly, Ayah; McDermott, Matthew B. A. und Alsentzer, Emily (Hrsg.): Proceedings of Machine Learning Research. Bd. 158 Cambridge, MA: PMLR. 143 - 155

Lehmann, Vera; Zueger, Thomas; Maritsch, Martin ORCID logoORCID: https://orcid.org/0000-0001-9920-0587; Kraus, Mathias; Albrecht, Caroline; Bérubé, Caterina; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729; Wortmann, Felix; Kowatsch, Tobias; Styger, Naïma; Lagger, Sophie; Laimer, Markus; Fleisch, Elgar und Stettler, Christoph ORCID logoORCID: https://orcid.org/0000-0003-1691-6059 (2023): Machine learning for non‐invasive sensing of hypoglycaemia while driving in people with diabetes. In: Diabetes, Obesity and Metabolism, Bd. 25, Nr. 6: S. 1668-1676 [PDF, 1MB]

Lison, Adrian ORCID logoORCID: https://orcid.org/0000-0002-6822-8437; Persson, Joel; Banholzer, Nicolas und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/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, Bd. 27, Nr. 10, 2100374 [PDF, 433kB]

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

Lutz, Bernhard ORCID logoORCID: https://orcid.org/0000-0003-2562-6344; Adam, Marc T. P. ORCID logoORCID: https://orcid.org/0000-0002-6036-4282; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729; Pröllochs, Nicolas ORCID logoORCID: https://orcid.org/0000-0002-1835-7302 und Neumann, Dirk ORCID logoORCID: https://orcid.org/0000-0003-2178-3705 (2023): Affective Information Processing of Fake News: Evidence from NeuroIS. In: European Journal of Information Systems: S. 1-20 [Forthcoming]

Martinez-De la Torre, Adrian ORCID logoORCID: https://orcid.org/0000-0002-3155-7421; Weenen, Eva van ORCID logoORCID: https://orcid.org/0000-0001-5500-2108; Kraus, Mathias ORCID logoORCID: https://orcid.org/0000-0002-2021-2743; Weiler, Stefan; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Burden, Andrea M. ORCID logoORCID: https://orcid.org/0000-0001-7082-8530 (2021): A Network Analysis of Drug Combinations Associated with Acute Generalized Exanthematous Pustulosis (AGEP). In: Journal of Clinical Medicine, Bd. 10, Nr. 19, 4486 [PDF, 836kB]

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

Melnychuk, Valentyn; Frauen, Dennis und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2023): Normalizing Flows for Interventional Density Estimation. ICML 2023, Honolulu, Hawaii, 23.07.2023-29.07.2023.

Naumzik, Christof und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Detecting False Rumors from Retweet Dynamics on Social Media. TheWebConf 2022, Lyon, 25.04.2022-29.04.2022. Laforest, Frédérique; Troncy, Raphaël; Simperl, Elena; Agarwal, Deepak; Gionis, Aristides; Herman, Ivan und Médini, Lionel (Hrsg.): In: WWW '22: Proceedings of the ACM Web Conference 2022, New York: Association of Computing Machinery. S. 2798-2809

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

Naumzik, Christof; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Weinmann, Markus (2021): I Will Survive: Predicting Business Failures from Customer Ratings. In: Marketing Science, Bd. 41, Nr. 1: S. 188-207 [PDF, 1MB]

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

Ozyurt, Yilmazcan; Hatt, Tobias; Zhang, Ce und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): A Deep Markov Model for Clickstream Analytics in Online Shopping. TheWebConf 2022, Lyon, 25.04.2022-29.04.2022. Laforest, Frédérique; Troncy, Raphaël; Agarwal, Deepak; Gionis, Aristides; Herman, Ivan und Médini, Lionel (Hrsg.): In: Proceedings of the ACM Web Conference 2022, New York: Association for Computing Machinery. S. 3071-3081

Persson, Joel; Parie, Jurriaan F. und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2021): Monitoring the COVID-19 epidemic with nationwide telecommunication data. In: PNAS: Proceedings of the National Academy of Sciences, Bd. 118, Nr. 26 [PDF, 2MB]

Pröllochs, Nicolas; Bär, Dominik und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2021): Emotions explain differences in the diffusion of true vs. false social media rumors. In: Scientific Reports, Bd. 11, Nr. 1, 22721 [PDF, 1MB]

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

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

Robertson, Claire; Pröllochs, Nicolas; Schwarzenegger, Kaoru; Parnamets, Phillip; Bavel, Jay J. van und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2023): Negativity drives online news consumption. In: Nature Human Behaviour, Bd. 7: S. 812-822 [PDF, 1MB]

Schallmoser, Simon ORCID logoORCID: https://orcid.org/0000-0003-4076-0584; Zueger, Thomas ORCID logoORCID: https://orcid.org/0000-0001-6190-7405; Kraus, Mathias ORCID logoORCID: https://orcid.org/0000-0002-2021-2743; Saar-Tsechansky, Maytal ORCID logoORCID: https://orcid.org/0000-0002-2400-3762; Stettler, Christoph ORCID logoORCID: https://orcid.org/0000-0003-1691-6059 und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/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, Bd. 25, e42181

Seeliger, Arne ORCID logoORCID: https://orcid.org/0000-0001-7127-8104; Weibel, Raphael P. ORCID logoORCID: https://orcid.org/0000-0002-8854-7507 und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2024): Context-Adaptive Visual Cues for Safe Navigation in Augmented Reality Using Machine Learning. In: International Journal of Human–Computer Interaction, Bd. 40, Nr. 3: S. 761-781 [PDF, 3MB]

Seeliger, Arne; Merz, Gerrit; Holz, Christian und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/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), Online, 04.10.2021-08.10.2021. In: 2021 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), S. 159-164

Seeliger, Arne; Netland, Torbjørn und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Augmented Reality for Machine Setups: Task Performance and Usability Evaluation in a Field Test. In: Procedia CIRP, Bd. 107: S. 570-575

Senoner, Julian; Kratzwald, Bernhard; Kuzmanovic, Milan; Netland, Torbjørn H. und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (Oktober 2023): Addressing distributional shifts in operations management. The case of order fulfillment in customized production. In: Production and Operations Management, Bd. 32, Nr. 10: S. 3022-3042 [PDF, 1MB]

Senoner, Julian; Netland, Torbjörn und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2021): Using Explainable Artificial Intelligence to Improve Process Quality: Evidence from Semiconductor Manufacturing. In: Management Science, Bd. 68, Nr. 8: S. 5704-5723 [PDF, 1MB]

Toetzke, Malte; Banholzer, Nicolas und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Monitoring global development aid with machine learning. In: Nature Sustainability, Bd. 5: S. 533-541

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

Weenen, Eva van ORCID logoORCID: https://orcid.org/0000-0001-5500-2108; Banholzer, Nicolas ORCID logoORCID: https://orcid.org/0000-0003-0138-6120; Föll, Simon ORCID logoORCID: https://orcid.org/0000-0002-4364-4282; Zueger, Thomas ORCID logoORCID: https://orcid.org/0000-0001-6190-7405; Fontana, Federico Y. ORCID logoORCID: https://orcid.org/0000-0002-0679-6869; Skroce, Kristina ORCID logoORCID: https://orcid.org/0000-0003-0379-5235; Hayes, Charlotte; Kraus, Mathias ORCID logoORCID: https://orcid.org/0000-0002-2021-2743; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729; Lehmann, Vera ORCID logoORCID: https://orcid.org/0000-0002-6038-809X; Scott, Sam N. ORCID logoORCID: https://orcid.org/0000-0003-2342-9865; Wortmann, Felix und Stettler, Christoph ORCID logoORCID: https://orcid.org/0000-0003-1691-6059 (September 2023): Glycaemic patterns of male professional athletes with type 1 diabetes during exercise, recovery and sleep: Retrospective, observational study over an entire competitive season. In: Diabetes, Obesity and Metabolism, Bd. 25, Nr. 9: S. 2616-2625 [PDF, 1MB]

Yue, Zhenrui; Kratzwald, Bernhard und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2021): Contrastive Domain Adaptation for Question Answering using Limited Text Corpora. EMNLP 2021, Online, 07.11.2021-11.11.2021. In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, S. 9575-9593

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

Zueger, Thomas ORCID logoORCID: https://orcid.org/0000-0001-6190-7405; Schallmoser, Simon; Kraus, Mathias; Saar-Tsechansky, Maytal; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Stettler, Christoph (2022): Machine Learning for Predicting the Risk of Transition from Prediabetes to Diabetes. In: Diabetes Technology & Therapeutics, Bd. 24, Nr. 11: S. 842-847

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