Stefan Feuerriegel

LMU Munich

Geschwister-Scholl-Platz 1

Munich, 80539

Germany

http://www.ai.bwl.lmu.de

SCHOLARLY PAPERS

25

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3,741

SSRN CITATIONS
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SSRN RANKINGS

Top 32,477

in Total Papers Citations

28

CROSSREF CITATIONS

3

Scholarly Papers (25)

1.

Generative AI

Business & Information Systems Engineering
Number of pages: 28 Posted: 22 May 2023 Last Revised: 07 Aug 2023
LMU Munich, TUM School of Management,Technical University of Munich, Technical University of Dortmund and Friedrich-Alexander-Universität Erlangen-Nürnberg
Downloads 1,516 (22,526)
Citation 4

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Generative AI; Artificial intelligence; Decision support; Content creation; Information systems

2.

What Matters Most? How Tone in Initial Public Offering Filings and Pre-IPO News Influences Stock Market Returns

Number of pages: 21 Posted: 24 Sep 2014
Stefan Feuerriegel, Jonas Schmitz and Dirk Neumann
LMU Munich, University of Freiburg and University of Freiburg
Downloads 377 (141,846)
Citation 1

Abstract:

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initial public offering, filings, information processing, sentiment analysis, text mining

3.

I Will Survive: Predicting Business Failures From Customer Ratings

Marketing Science, Forthcoming
Number of pages: 50 Posted: 07 Jul 2021
Christof Naumzik, Stefan Feuerriegel and Markus Weinmann
ETH Zürich, LMU Munich and University of Cologne
Downloads 256 (213,311)
Citation 2

Abstract:

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hidden Markov model; customer ratings; business failure; service management

4.

Driven by News Tone? Understanding Information Processing When Covariates are Unknown: The Case of Natural Gas Price Movements

Number of pages: 11 Posted: 29 Jun 2015
University of Freiburg - Information Systems Research, Albert-Ludwigs-Universität Freiburg, University of Freiburg - Information Systems ResearchJustus Liebig University Giessen, LMU Munich and University of Freiburg
Downloads 223 (243,890)
Citation 1

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Information processing, human information processing, natural language processing, behavioral science, text mining, IS research

5.

Information Processing of Foreign Exchange News: Extending the Overshooting Model to Include Qualitative Information from News Sentiment

Number of pages: 18 Posted: 08 May 2015
Stefan Feuerriegel, Georg Wolff and Dirk Neumann
LMU Munich, University of Freiburg - Information Systems Research and University of Freiburg
Downloads 223 (243,890)

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Information processing, economics of IS, decision analysis, country-level analysis, behavioral science, econometric analyses, cognitive bias, text mining

6.

Using explainable artificial intelligence to improve process quality: Evidence from semiconductor manufacturing

Senoner, J., Netland, T., and Feuerriegel, S. (2021) Using explainable artificial intelligence to improve process quality: Evidence from semiconductor manufacturing. Management Science. Forthcoming.
Number of pages: 33 Posted: 11 Oct 2021
Julian Senoner, Torbjørn Netland and Stefan Feuerriegel
affiliation not provided to SSRN, ETH Zürich - Department of Management, Technology, and Economics (D-MTEC) and LMU Munich
Downloads 151 (344,424)
Citation 10

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manufacturing, quality management, artificial intelligence, SHAP value method

7.

Contract Durations in the Electricity Market: Causal Impact of 15 Min Trading on the EPEX SPOT Market

Energy Economics, 2017
Number of pages: 39 Posted: 05 Aug 2018
Joscha Märkle-Huß, Stefan Feuerriegel and Dirk Neumann
University of Freiburg - Information Systems Research, LMU Munich and University of Freiburg
Downloads 93 (492,725)
Citation 6

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Electricity Market; 15-Min Trading: Market Design; Contract Duration; Bayesian Structural Time Series; Policy Implications

8.

Language Sentiment in Fundamental and Noise Trading: Evidence from Crude Oil

Number of pages: 38 Posted: 28 Apr 2020
Simon Alfano, Stefan Feuerriegel and Dirk Neumann
University of Freiburg - Information Systems Research, LMU Munich and University of Freiburg
Downloads 92 (496,130)

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Kalman filter, State-space model, News sentiment, Noise trader theory, Crude oil

9.

Putting Big Data Analytics to Work: Feature Selection for Forecasting Electricity Prices Using the Lasso and Random Forests

Journal of Decision Systems, Vol 24, 2015
Number of pages: 27 Posted: 05 Aug 2018
Nicole Ludwig, Stefan Feuerriegel and Dirk Neumann
University of Freiburg - Information Systems Research, LMU Munich and University of Freiburg
Downloads 91 (499,420)
Citation 3

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Predictive Analytics\Sep Decision Support; Exogenous Predictors; Feature Selection; Electricity Prices; Weather Data

10.

Forecasting Electricity Prices With Machine Learning: Predictor Sensitivity

Number of pages: 29 Posted: 08 Jun 2020
Christof Naumzik and Stefan Feuerriegel
ETH Zürich and LMU Munich
Downloads 82 (532,655)

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Electricity prices, forecasting, time series, machine learning, sensitivity analysis, machine learning

11.

News Sentiment and Overshooting of Exchange Rates

Feuerriegel, Stefan, Georg Wolff, and Dirk Neumann. "News Sentiment and Overshooting of Exchange Rates." Applied Economics 48.44 (2016): 4238-4250.
Number of pages: 33 Posted: 07 Aug 2018
Stefan Feuerriegel, Georg Wolff and Dirk Neumann
LMU Munich, University of Freiburg - Information Systems Research and University of Freiburg
Downloads 76 (556,579)
Citation 1

Abstract:

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exchange rate, overshooting model, news sentiment, multivariate analysis

12.

Short-Term Dynamics of Day-Ahead and Intraday Electricity Prices

International Journal of Energy Sector Management, Vol. 11 Issue: 4, pp.557-573, doi.org/10.1108/IJESM-05-2016-0009
Number of pages: 31 Posted: 20 Aug 2018
Georg Wolff and Stefan Feuerriegel
University of Freiburg - Information Systems Research and LMU Munich
Downloads 73 (569,577)
Citation 1

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Electricity, Price Modeling, Renewable Energies, External Drivers, Weather Influence, Time Series Analysis, Autoregressive Model

13.

Selecting Advanced Analytics in Manufacturing: A Decision Support Model

Number of pages: 41 Posted: 23 Sep 2022
ETH Zurich, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg, ETH Zurich, LMU Munich and ETH Zürich - Department of Management, Technology, and Economics (D-MTEC)
Downloads 67 (596,336)

Abstract:

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advanced analytics, data envelopment analysis, decision model, manufacturing

14.

Is More Information Better than Less? Understanding the Impact of Demand Response Mechanisms in Energy Markets

Number of pages: 12 Posted: 06 Aug 2018
Stefan Feuerriegel, Philipp Bodenbenner and Dirk Neumann
LMU Munich, University of Freiburg and University of Freiburg
Downloads 66 (600,906)

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Green IT/IS, Business Value of IS/Value of IS, Demand-Side, Information Systems, Decision Making/Makers

15.

Understanding Negations in Information Processing: Learning from Replicating Human Behavior

Number of pages: 39 Posted: 19 Apr 2017
University of Freiburg - Information Systems ResearchJustus Liebig University Giessen, LMU Munich and University of Freiburg
Downloads 55 (657,305)
Citation 3

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unstructured data, information processing, decision-making, natural language processing, reinforcement learning, negations

16.

Negation Scope Detection for Sentiment Analysis: A Reinforcement Learning Framework for Replicating Human Interpretations

Number of pages: 38 Posted: 17 Dec 2020
University of Freiburg - Information Systems ResearchJustus Liebig University Giessen, LMU Munich, University of Freiburg and University of Freiburg
Downloads 51 (679,852)

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unstructured data, information processing, decision-making, natural language processing, reinforcement learning, negations

17.

Measuring the Financial Impact of Demand Response for Electricity Retailers

Number of pages: 40 Posted: 07 Aug 2018
Stefan Feuerriegel and Dirk Neumann
LMU Munich and University of Freiburg
Downloads 51 (679,852)
Citation 1

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Demand Response; Load Shifting; Economic Potential

18.

Affective Information Processing of Fake News: Evidence from NeuroIS

Number of pages: 39 Posted: 23 Aug 2023
University of Freiburg, University of Newcastle (Australia), LMU Munich, University of Freiburg - Information Systems ResearchJustus Liebig University Giessen and University of Freiburg
Downloads 43 (729,626)
Citation 1

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Fake news, Social media, Affective information processing, Electrocardiography, Eye tracking, NeuroIS

19.

Value and Granularity of ICT and Smart Meter Data in Demand Response Systems

Energy Economics, Vol. 54, 2016
Number of pages: 38 Posted: 05 Aug 2018
Stefan Feuerriegel, Philipp Bodenbenner and Dirk Neumann
LMU Munich, University of Freiburg and University of Freiburg
Downloads 41 (743,198)
Citation 1

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Demand Response\Sep Load Shifting; Smart Meters; Electricity Markets; Information Granularity; Business Models

20.

Integration Scenarios of Demand Response into Electricity Markets: Load Shifting, Financial Savings and Policy Implications

Feuerriegel, Stefan, and Dirk Neumann. "Integration Scenarios of Demand Response into Electricity Markets: Load Shifting, Financial Savings and Policy Implications." Energy Policy 96 (2016): 231-240.
Number of pages: 45 Posted: 07 Aug 2018
Stefan Feuerriegel and Dirk Neumann
LMU Munich and University of Freiburg
Downloads 33 (801,775)

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Demand Response, Load shifting, Economic potential, Policy implications, Optimization

21.

Data-Driven Allocation of Development Aid Towards Sustainable Development Goals: Evidence from HIV/AIDS

Number of pages: 45 Posted: 11 Apr 2022
Johannes Jakubik and Stefan Feuerriegel
Karlsruhe Institute of Technology and LMU Munich
Downloads 27 (850,626)

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Development aid, HIV/AIDS, Sustainable Development Goals, Data analytics

22.

Building Open-Source AI

Shrestha, Y. R., von Krogh, G., Feuerriegel, S. (2023) Building Open-Source AI, Accepted for Publication at Nature Computational Science
Number of pages: 9 Posted: 30 Nov 2023
Yash Raj Shrestha, Georg von Krogh and Stefan Feuerriegel
University of Lausanne - Faculty of Business and Economics (HEC Lausanne), ETH Zurich and LMU Munich
Downloads 21 (904,639)
Citation 1

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artificial intelligence, machine learning

23.

Cost Minimization of Large-Scale Infrastructure for Electricity Generation and Transmission

Number of pages: 37 Posted: 10 Jun 2019
Joscha Märkle-Huß, Stefan Feuerriegel and Dirk Neumann
University of Freiburg - Information Systems Research, LMU Munich and University of Freiburg
Downloads 20 (914,319)

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Energy; Electricity generation and transmission planning; Neighborhood heuristics; Metaheuristics; Variable neighborhood search; Real-world application

24.

Machine Learning for Predicting Used Car Resale Prices Using Granular Vehicle Equipment Information

Number of pages: 33 Posted: 24 Nov 2023
Svenja Bergmann and Stefan Feuerriegel
ETH Zürich and LMU Munich
Downloads 13 (983,861)

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Business Analytics, data preprocessing, Resale value forecasting, Vehicle equipment, Automotive industry

25.

Algorithmic Fairness in Business Analytics: Directions for Research and Practice

Posted: 25 Jul 2022
Maria De-Arteaga, Stefan Feuerriegel and Maytal Saar-Tsechansky
University of Texas at Austin - Department of Information, Risk, and Operations Management, LMU Munich and University of Texas at Austin

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Business Analytics, Machine Learning, Fairness, Algorithmic Fairness