Artificial Intelligence in Management (AI)

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A full publication list is available via Google Scholar.

Top Publications

Algorithmic Fairness in Business Analytics: Directions for Research and Practice Production and Operations Management
Bringing artificial intelligence to business management Nature Machine Intelligence
Data-driven allocation of development aid towards Sustainable Development Goals: Evidence from HIV/AIDS Production and Operations Management
Negativity drives online news consumption Nature Human Behaviour (Accept-in-Principle)
Monitoring global development aid with machine learning Nature Sustainability
Mon­it­or­ing the COVID-19 epi­demic with na­tion­wide tele­com­mu­nic­a­tion data Proceedings of the National Academy of Sciences (PNAS)
Us­ing ex­plain­able ar­ti­fi­cial in­tel­li­gence to im­prove pro­cess qual­ity: Evid­ence from semi­con­ductor man­u­fac­tur­ing Management Science
I Will Sur­vive: Pre­dict­ing Busi­ness Fail­ures From Cus­tomer Rat­ings Marketing Science

More Publications

TitleJournal / Conference
Estimating average causal effects from patient trajectories AAAI Conference on Artificial Intelligence (AAAI-23)
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation EMNLP 2022
Selecting Advanced Analytics in Manufacturing: A Decision Support Model Production Planning & Control
Context-Adaptive Visual Cues for Safe Navigation in Augmented Reality Using Machine Learning
International Journal of Human-Computer Interaction
"Is It My Turn?" Assessing Teamwork and Taskwork in Collaborative Immersive Analytics CSCW 2022
Machine Learning for Predicting the Risk of Transition from Prediabetes to Diabetes Diabetes Technology & Therapeutics
The methodologies to assess the effects of non-pharmaceutical interventions during COVID-19: a systematic review European Journal of Epidemiology
Finding Qs: Profiling QAnon Supporters on Parler ICWSM 2023
Online Emotions During the Storming of the U.S. Capitol: Evidence from the Social Media Network Parler ICWSM 2023
Learning Optimal Dynamic Treatment Regimes Using Causal Tree Methods in Medicine MLHC 2022
Data-driven dynamic treatment planning for chronic diseases European Journal of Operational Research
Generalizing Off-Policy Learning under Sample Selection Bias UAI 2022
Interpretable Off-Policy Learning via Hyperbox Search ICML 2022
Causal Transformer for Estimating Counterfactual Outcomes ICML 2022
A Scalable Risk Scoring System for COVID-19 Inpatients Based on Consumer-grade Wearables: Statistical Analysis and Model Development
JMIR Formative Research
Estimating and explaining cross-country variation in the effectiveness of non-pharmaceutical interventions during COVID-19
Scientific Reports
Mining points-of-interest data to predict urban inequality: Evidence from Germany and France Conference ICWSM
Web Mining to Inform Locations of Charging Stations for Electric Vehicles Conference WWW Companion 2022
Augmented Reality for Machine Setups: Task Performance and Usability Evaluation in a Field Test
Procedia CIRP
Detecting False Rumors from Retweet Dynamics on Social Media
TheWebConf 2022
A Deep Markov Model for Clickstream Analytics in Online Shopping TheWebConf 2022
Emotions explain differences in the diffusion of true vs. false social media rumors
Scientific Reports
Analyzing Patient Trajectories with Artificial Intelligence
Journal of Medical Internet Research (JMIR)
A Latent Customer Flow Model for Interpretable Predictions of Check-In Counts
IEEE International Conference on Big Data
Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies
Machine Learning for Health (ML4H)
A network analysis of drug combinations associated with Acute Generalized Exanthematous Pustulosis (AGEP)
Journal of Clinical Medicine (JCM)
Emotions in online rumor diffusion European Physical Journal Data Science (EPJ)
A Sociotechnical View of Algorithmic Fairness Information Systems Journal
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora
Conference on Empirical Methods in Natural Language Processing (EMNLP)
Exploring the Effect of Visual Cues on Eye Gaze During AR-Guided Picking and Assembly Tasks IEEE International Symposium on Mixed and Augmented Reality (ISMAR)
Estimating Average Treatment Effects via Orthogonal Regularization Conference on Information and Knowledge Management (CIKM)
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


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