World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
38
Citations
6437
World Ranking
10197
National Ranking
509

Social Sciences and Humanities

D-Index
43
Citations
7527
World Ranking
4437
National Ranking
119

Overview

Dirk Neumann is affiliated with the University of Freiburg in Germany. Their research spans multiple interdisciplinary fields, primarily focusing on Engineering, Computer Science, and Social Sciences. Within these broad areas, Neumann has contributed to subfields such as Artificial Intelligence, Electrical and Electronic Engineering, Sociology and Political Science, Industrial and Manufacturing Engineering, and Management Information Systems.

Their work addresses a range of key topics including Misinformation and Its Impacts, Sentiment Analysis and Opinion Mining, Smart Grid Energy Management, Stock Market Forecasting Methods, Transportation Planning and Optimization, Solar Radiation and Photovoltaics, and Scheduling and Optimization Algorithms.

Neumann has published extensively in various scientific venues. The most frequent publication outlets include:

  • SSRN Electronic Journal
  • European Journal of Operational Research
  • arXiv (Cornell University)
  • Decision Support Systems
  • Applied Energy

Recent notable papers authored or co-authored by Neumann include:

  • Is code law? Current legal and technical adoption issues and remedies for blockchain-enabled smart contracts, 2020, Journal of Information Technology
  • Combining analytics and simulation methods to assess the impact of shared, autonomous electric vehicles on sustainable urban mobility, 2020, Information & Management
  • 3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D, 2022, Applied Energy
  • Are longer reviews always more helpful? Disentangling the interplay between review length and line of argumentation, 2022, Journal of Business Research
  • Prescriptive analytics in public-sector decision-making: A framework and insights from charging infrastructure planning, 2020, European Journal of Operational Research

Collaborations have been a significant aspect of Neumann's research activities. Frequent co-authors include:

  • Bernhard Lutz
  • Gunther Gust
  • Stefan Feuerriegel
  • Nicolas Pröllochs
  • Tobias Brandt

Best Publications

  • Looking you in the mouth: abnormal gaze in autism resulting from impaired top-down modulation of visual attention

    Dirk Neumann;Michael L. Spezio;Joseph Piven;Ralph Adolphs

  • Automated news reading: Stock price prediction based on financial news using context-capturing features

    Michael Hagenau;Michael Liebmann;Dirk Neumann

  • Emergency response in natural disaster management: Allocation and scheduling of rescue units

    Felix Wex;Guido Schryen;Stefan Feuerriegel;Dirk Neumann

  • Social media analytics and value creation in urban smart tourism ecosystems

    Tobias Brandt;Johannes Bendler;Dirk Neumann

  • Trading grid services – a multi-attribute combinatorial approach

    Björn Schnizler;Dirk Neumann;Daniel J. Veit;Christof Weinhardt

  • A Market Mechanism for Energy Allocation in Micro-CHP Grids

    C. Block;D. Neumann;C. Weinhardt

  • Single-unit responses selective for whole faces in the human amygdala.

    Ueli Rutishauser;Ueli Rutishauser;Oana Tudusciuc;Dirk Neumann;Adam N. Mamelak

  • Putting Big Data analytics to work: Feature selection for forecasting electricity prices using the LASSO and random forests

    Nicole Ludwig;Stefan Feuerriegel;Dirk Neumann

  • An unemployment insurance scheme for the euro area? A comparison of different alternatives using micro data

    Mathias Dolls;Clemens Fuest;Dirk Neumann;Andreas Peichl

  • Measuring the financial impact of demand response for electricity retailers

    Stefan Feuerriegel;Dirk Neumann

  • Fiscal union in Europe? Redistributive and stabilizing effects of a European tax-benefit system and fiscal equalization mechanism

    Olivier Bargain;Mathias Dolls;Clemens Fuest;Dirk Neumann

  • Dynamics of Blockchain Implementation - A Case Study from the Energy Sector

    Simon Albrecht;Stefan Reichert;Jan Schmid;Jens Strüker

  • Intermodal Mobility

    Christoph Willing;Tobias Brandt;Dirk Neumann

  • Market engineering: a structured design process for electronic markets

    Dirk Georg Neumann

  • Energy informatics: Current and future research directions

    Christoph Goebel;Hans-Arno Jacobsen;Victor del Razo;Christoph Doblander

  • Automated control for elastic n-tier workloads based on empirical modeling

    Simon J. Malkowski;Markus Hedwig;Jack Li;Calton Pu

  • Emotional arousal in agenesis of the corpus callosum

    Lynn K. Paul;Aaron Lautzenhiser;Warren S. Brown;Arch Hart

  • SORMA - building an open grid market for grid resource allocation

    Dirk Neumann;Jochen Stoesser;Arun Anandasivam;Nikolay Borissov

  • Market-Engineering

    Unknown

  • Is code law? Current legal and technical adoption issues and remedies for blockchain-enabled smart contracts:

    Daniel Drummer;Dirk Neumann

  • In free float: Developing Business Analytics support for carsharing providers

    Sebastian Wagner;Tobias Brandt;Dirk Neumann

  • Automated News Reading: Stock Price Prediction Based on Financial News Using Context-Specific Features

    Michael Hagenau;Michael Liebmann;Markus Hedwig;Dirk Neumann

  • Fiscal Union in Europe? Redistributive and Stabilising Effects of a European Tax-Benefit System and Fiscal Equalisation Mechanism

    Olivier Bargain;Mathias Dolls;Clemens Fuest;Dirk Neumann

Frequent Co-Authors

Stefan Feuerriegel
Stefan Feuerriegel Ludwig Maximilian University of Munich
Christof Weinhardt
Christof Weinhardt Karlsruhe Institute of Technology
Ram Rajagopal
Ram Rajagopal Stanford University
Omer F. Rana
Omer F. Rana Cardiff University
Ralph Adolphs
Ralph Adolphs California Institute of Technology
Karl R. Gegenfurtner
Karl R. Gegenfurtner University of Giessen
Ursula Bellugi
Ursula Bellugi Salk Institute for Biological Studies
Ueli Rutishauser
Ueli Rutishauser Cedars-Sinai Medical Center
Hans-Arno Jacobsen
Hans-Arno Jacobsen University of Toronto
Doris A. Trauner
Doris A. Trauner University of California, San Diego

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