Artificial Intelligence in Management (AI)
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Top Publications

TitleJournal
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
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 (link to follow) 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 (link to follow) Procedia CIRP
Detecting False Rumors from Retweet Dynamics on Social Media
 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		 Eurosurveillance

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