Stefan Feuerriegel

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Citations	8067	7225
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i10-index	140	131

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Dirk NeumannAlbert-Ludwigs-Universität FreiburgVerified email at is.uni-freiburg.de
Mathias KrausProfessor for Explainable AI, University of RegensburgVerified email at informatik.uni-regensburg.de
Nicolas PröllochsJLU GiessenVerified email at eng.ox.ac.uk
Bernhard KratzwaldEthonAIVerified email at ethon.ai
Dennis FrauenPhD student, LMU MunichVerified email at lmu.de
Nicolas BanholzerPostdoctoral researcher, Institute of Social and Preventive Medicine, University of BernVerified email at unibe.ch
Valentyn MelnychukInstitute of AI in Management, LMU Munich School of ManagementVerified email at lmu.de
Dominik BärLMU MunichVerified email at lmu.de
Thomas ZügerUDEMVerified email at insel.ch
Tobias HattETH ZurichVerified email at ethz.ch
Felix WortmannProfessor, Senior Lecturer, Scientific Director Bosch Lab at HSG/ETH, University of St. GallenVerified email at unisg.ch
Elgar FleischProfessor for Information and Technology ManagementVerified email at ethz.ch
Helmut PrendingerProfessor, National Institute of InformaticsVerified email at nii.ac.jp
Werner VachSenior Researcher in Applied Methodology, Basel Academy for Quality and Research in MedicineVerified email at crossklinik.ch
Martin MaritschPhD Candidate and Doctoral Researcher, ETH ZurichVerified email at ethz.ch
Prof. Dr. Tobias KowatschUniversity of Zurich, University of St.Gallen & ETH ZurichVerified email at uzh.ch
Eva van WeenenBosch Center for AIVerified email at ethz.ch
Daniel TschernutterETH ZurichVerified email at ethz.ch
Torbjørn NetlandETH ZurichVerified email at ethz.ch
C. BérubéETH ZurichVerified email at ethz.ch

Stefan Feuerriegel

Professor, LMU Munich

Verified email at lmu.de - Homepage

AI in Management Business Analytics Computational Social Science AI for Good Causal ML


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Generative AI S Feuerriegel, J Hartmann, C Janiesch, P Zschech Business & Information Systems Engineering 66, 111-126, 2023	433	2023
Deep learning in business analytics and operations research: Models, applications and managerial implications M Kraus, S Feuerriegel, A Oztekin European Journal of Operational Research 281 (3), 628-641, 2020	398	2020
Deep learning for affective computing: Text-based emotion recognition in decision support B Kratzwald, S Ilić, M Kraus, S Feuerriegel, H Prendinger Decision Support Systems 115, 24-35, 2018	377	2018
Decision support from financial disclosures with deep neural networks and transfer learning M Kraus, S Feuerriegel Decision Support Systems 104, 38-48, 2017	375	2017
Emergency response in natural disaster management: Allocation and scheduling of rescue units F Wex, G Schryen, S Feuerriegel, D Neumann European Journal of Operational Research 235 (3), 697-708, 2014	357	2014
Mitigating Bias in Machine Learning for Medicine KN Vokinger, S Feuerriegel, A Kesselheim Communications Medicine, 2021	210	2021
Using explainable artificial intelligence to improve process quality: Evidence from semiconductor manufacturing J Senoner, T Netland, S Feuerriegel Management Science, 2021	183	2021
Negativity drives online news consumption CE Robertson, N Pröllochs, K Schwarzenegger, P Parnamets, ... Nature Human Behaviour, 2023	174	2023
Fair AI F Stefan, D Mateusz, S Gerhard Business & Information Systems Engineering 62 (4), 379-384, 2020	166*	2020
A sociotechnical view of algorithmic fairness M Dolata, S Feuerriegel, G Schwabe Information Systems Journal 32 (4), 754-818, 2022	158	2022
Putting Big Data analytics to work: Feature selection for forecasting electricity prices using the LASSO and random forests N Ludwig, S Feuerriegel, D Neumann Journal of Decision Systems 24 (1), 19-36, 2015	139	2015
Measuring the financial impact of demand response for electricity retailers S Feuerriegel, D Neumann Energy Policy 65, 359-368, 2014	139	2014
Forecasting remaining useful life: Interpretable deep learning approach via variational Bayesian inferences M Kraus, S Feuerriegel Decision Support Systems, 2019	134	2019
Business analytics for strategic management: Identifying and assessing corporate challenges via topic modeling N Pröllochs, S Feuerriegel Information & Management 57 (1), 103070, 2020	117	2020
News-based trading strategies S Feuerriegel, H Prendinger Decision Support Systems 90, 65-74, 2016	117	2016
Long-term stock index forecasting based on text mining of regulatory disclosures S Feuerriegel, J Gordon Decision Support Systems, 2018	116	2018
Estimating the effects of non-pharmaceutical interventions on the number of new infections with COVID-19 during the first epidemic wave N Banholzer, E van Weenen, A Lison, A Cenedese, A Seeliger, ... PLOS ONE, 2021	107	2021
The estimated impact of non-pharmaceutical interventions on documented cases of COVID-19: A cross-country analysis N Banholzer, E van Weenen, B Kratzwald, A Seeliger, D Tschernutter, ... medRxiv, 2020	107	2020
Russian propaganda on social media during the 2022 invasion of Ukraine D Geissler, D Bär, N Pröllochs, S Feuerriegel EPJ Data Science 12 (1), 35, 2023	98	2023
Causal Transformer for Estimating Counterfactual Outcomes V Melnychuk, D Frauen, S Feuerriegel ICML, 2022	98	2022

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