Stefan Feuerriegel

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	All	Since 2019
Citations	7004	6172
h-index	42	39
i10-index	132	124

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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
Nicolas BanholzerPostdoctoral researcher, Institute of Social and Preventive Medicine, University of BernVerified email at unibe.ch
Dennis FrauenPhD student, LMU MunichVerified email at lmu.de
Thomas ZügerUDEMVerified email at insel.ch
Tobias HattETH ZurichVerified email at ethz.ch
Dominik BärLMU MunichVerified email at lmu.de
Valentyn MelnychukInstitute of AI in Management, LMU Munich School of ManagementVerified email at lmu.de
Felix WortmannProfessor, Senior Lecturer, Scientific Director Bosch IoT Lab, University of St. GallenVerified email at unisg.ch
Elgar FleischProfessor for Information and Technology ManagementVerified email at ethz.ch
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
Helmut PrendingerProfessor, National Institute of InformaticsVerified email at nii.ac.jp
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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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	370	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	361	2018
Decision support from financial disclosures with deep neural networks and transfer learning M Kraus, S Feuerriegel Decision Support Systems 104, 38-48, 2017	347	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	345	2014
Generative AI S Feuerriegel, J Hartmann, C Janiesch, P Zschech Business & Information Systems Engineering 66, 111-126, 2023	186	2023
Mitigating Bias in Machine Learning for Medicine KN Vokinger, S Feuerriegel, A Kesselheim Communications Medicine, 2021	175	2021
Using explainable artificial intelligence to improve process quality: Evidence from semiconductor manufacturing J Senoner, T Netland, S Feuerriegel Management Science, 2021	144	2021
Fair AI F Stefan, D Mateusz, S Gerhard Business & Information Systems Engineering 62 (4), 379-384, 2020	142*	2020
Measuring the financial impact of demand response for electricity retailers S Feuerriegel, D Neumann Energy Policy 65, 359-368, 2014	137	2014
Negativity drives online news consumption CE Robertson, N Pröllochs, K Schwarzenegger, P Parnamets, ... Nature Human Behaviour, 2023	134	2023
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	134	2015
Forecasting remaining useful life: Interpretable deep learning approach via variational Bayesian inferences M Kraus, S Feuerriegel Decision Support Systems, 2019	131	2019
A sociotechnical view of algorithmic fairness M Dolata, S Feuerriegel, G Schwabe Information Systems Journal 32 (4), 754-818, 2022	130	2022
News-based trading strategies S Feuerriegel, H Prendinger Decision Support Systems 90, 65-74, 2016	113	2016
Long-term stock index forecasting based on text mining of regulatory disclosures S Feuerriegel, J Gordon Decision Support Systems, 2018	112	2018
Business analytics for strategic management: Identifying and assessing corporate challenges via topic modeling N Pröllochs, S Feuerriegel Information & Management 57 (1), 103070, 2020	110	2020
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
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	99	2021
Sentiment analysis based on rhetorical structure theory: Learning deep neural networks from discourse trees M Kraus, S Feuerriegel Expert Systems with Applications 118, 65-79, 2019	82	2019
Causal Transformer for Estimating Counterfactual Outcomes V Melnychuk, D Frauen, S Feuerriegel ICML, 2022	79	2022

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