Stefan Feuerriegel

LMU Munich

Geschwister-Scholl-Platz 1

Munich, 80539

Germany

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

SCHOLARLY PAPERS

21

DOWNLOADS
Rank 45,182

SSRN RANKINGS

Top 45,182

in Total Papers Downloads

1,563

SSRN CITATIONS

9

CROSSREF CITATIONS

3

Scholarly Papers (21)

1.

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 351 (126,839)
Citation 1

Abstract:

Loading...

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

2.

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 182 (240,809)

Abstract:

Loading...

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

3.

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 182 (240,809)

Abstract:

Loading...

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

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 169 (256,485)
Citation 1

Abstract:

Loading...

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

5.

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 114 (347,855)

Abstract:

Loading...

manufacturing, quality management, artificial intelligence, SHAP value method

6.

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 76 (448,866)
Citation 4

Abstract:

Loading...

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

7.

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 60 (507,517)
Citation 1

Abstract:

Loading...

exchange rate, overshooting model, news sentiment, multivariate analysis

8.

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 54 (532,816)

Abstract:

Loading...

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

9.

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 54 (532,816)

Abstract:

Loading...

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

10.

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 54 (532,816)
Citation 1

Abstract:

Loading...

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

11.

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 53 (537,272)
Citation 1

Abstract:

Loading...

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

12.

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 42 (590,970)

Abstract:

Loading...

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

13.

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 40 (601,887)
Citation 3

Abstract:

Loading...

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

14.

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 30 (662,504)

Abstract:

Loading...

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

15.

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 24 (706,626)

Abstract:

Loading...

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

16.

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 20 (738,964)

Abstract:

Loading...

advanced analytics, data envelopment analysis, decision model, manufacturing

17.

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 20 (738,964)

Abstract:

Loading...

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

18.

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 17 (765,050)
Citation 1

Abstract:

Loading...

Demand Response; Load Shifting; Economic Potential

19.

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 12 (812,440)

Abstract:

Loading...

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

20.

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 9 (843,513)

Abstract:

Loading...

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

21.

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

Abstract:

Loading...

Business Analytics, Machine Learning, Fairness, Algorithmic Fairness