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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
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
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.