Dirk Neumann
Orcid: 0000-0003-2178-3705Affiliations:
- University of Freiburg, Germany
According to our database1,
Dirk Neumann
authored at least 217 papers
between 2002 and 2023.
Collaborative distances:
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Bibliography
2023
Utilizing the omnipresent: Incorporating digital documents into predictive process monitoring using deep neural networks.
Decis. Support Syst., December, 2023
Deep reinforcement learning with combinatorial actions spaces: An application to prescriptive maintenance.
Comput. Ind. Eng., May, 2023
When machines trade on corporate disclosures: Using text analytics for investment strategies.
Decis. Support Syst., 2023
CoRR, 2023
Which linguistic cues make people fall for fake news? A comparison of cognitive and affective processing.
CoRR, 2023
CoRR, 2023
2022
Derivatives of feed-forward neural networks and their application in real-time market risk management.
OR Spectr., 2022
Stochastic mixed model sequencing with multiple stations using reinforcement learning and probability quantiles.
OR Spectr., 2022
Combining analytics and simulation methods to assess the impact of shared, autonomous electric vehicles on sustainable urban mobility.
Inf. Manag., 2022
Permutation flow shop scheduling with multiple lines and demand plans using reinforcement learning.
Eur. J. Oper. Res., 2022
Information Overload in Processing Consumer Reviews: The Role of Argumentation Changes.
Proceedings of the WI for Grand Challenges, 2022
2021
The Constrained Reliable Shortest Path Problem in Stochastic Time-Dependent Networks.
Oper. Res., 2021
Eur. J. Oper. Res., 2021
Prescriptive analytics in public-sector decision-making: A framework and insights from charging infrastructure planning.
Eur. J. Oper. Res., 2021
Solving the mixed model sequencing problem with reinforcement learning and metaheuristics.
Comput. Ind. Eng., 2021
Decision Analytics for Initial Public Offerings: How Filing Sentiment Influences Stock Market Returns.
Proceedings of the Market Engineering: Insights from Two Decades of Research on Markets and Information, 2021
2020
Negation scope detection for sentiment analysis: A reinforcement learning framework for replicating human interpretations.
Inf. Sci., 2020
Predicting sentence-level polarity labels of financial news using abnormal stock returns.
Expert Syst. Appl., 2020
Electron. Mark., 2020
Longitudinal healthcare analytics for disease management: Empirical demonstration for low back pain.
Decis. Support Syst., 2020
CoRR, 2020
2019
Proceedings of the Human Practice. Digital Ecologies. Our Future. 14. Internationale Tagung Wirtschaftsinformatik (WI 2019), 2019
Decision Support for Real Estate Investors: Improving Real Estate Valuation with 3D City Models and Points of Interest (Abstract).
Proceedings of the Human Practice. Digital Ecologies. Our Future. 14. Internationale Tagung Wirtschaftsinformatik (WI 2019), 2019
Competence, Fashion and the Case of Blockchain (Abstract).
Proceedings of the Human Practice. Digital Ecologies. Our Future. 14. Internationale Tagung Wirtschaftsinformatik (WI 2019), 2019
Learning Interpretable Negation Rules via Weak Supervision at Document Level: A Reinforcement Learning Approach.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
The Longer the Better? The Interplay Between Review Length and Line of Argumentation in Online Consumer Reviews.
Proceedings of the 40th International Conference on Information Systems, 2019
Sentence-Level Sentiment Analysis of Financial News Using Distributed Text Representations and Multi-Instance Learning.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019
How Sentiment Impacts the Success of Blockchain Startups - An Analysis of Social Media Data and Initial Coin Offerings.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019
Proceedings of the 27th European Conference on Information Systems, 2019
Proceedings of the 2019 American Control Conference, 2019
2018
Modeling interferences in information systems design for cyberphysical systems: Insights from a smart grid application.
Eur. J. Inf. Syst., 2018
Transfer Learning versus Multi-agent Learning regarding Distributed Decision-Making in Highway Traffic.
CoRR, 2018
Transfer Learning versus Multiagent Learning regarding Distributed Decision-Making in Highway Traffic.
Proceedings of the Tenth International Workshop on Agents in Traffic and Transportation (ATT 2018) co-located with with the Federated Artificial Intelligence Meeting, 2018
Understanding the Role of Two-Sided Argumentation in Online Consumer Reviews: A Language-Based Perspective.
Proceedings of the International Conference on Information Systems, 2018
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018
A sentiment analysis-based machine learning approach for financial market prediction via news disclosures.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Information Processing of Financial News: The Role of Cognitive Dissonance and Information Avoidance.
Proceedings of the 26th European Conference on Information Systems: Beyond Digitization, 2018
Noise Trader Behavior - A Disaggregated Approach to Understanding News Reception in Financial Markets.
Proceedings of the 26th European Conference on Information Systems: Beyond Digitization, 2018
2017
Crossing the next frontier: the role of ICT in driving the financialization of credit.
J. Inf. Technol., 2017
Inf. Manag., 2017
Making the most of fleets: A profit-maximizing multi-vehicle pickup and delivery selection problem.
Eur. J. Oper. Res., 2017
Electronic mobility market platforms - a review of the current state and applications of business analytics.
Electron. Mark., 2017
Decis. Support Syst., 2017
Language That Matters: Statistical Inferences for Polarity Identification in Natural Language.
CoRR, 2017
Understanding Negations in Information Processing: Learning from Replicating Human Behavior.
CoRR, 2017
Proceedings of the Towards Thought Leadership in Digital Transformation: 13. Internationale Tagung Wirtschaftsinformatik, 2017
Setting the Right Tone: How Data Science Enables Investor Communication to Choose the Right Language.
Proceedings of the Towards Thought Leadership in Digital Transformation: 13. Internationale Tagung Wirtschaftsinformatik, 2017
How The Market Can Detect Its Own Mispricing - A Sentiment Index To Detect Irrational Exuberance.
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017
Understanding the Role of Social Media in the Assessment of Retailer-Hosted Consumer Reviews.
Proceedings of the Australasian Conference on Information Systems, 2017
2016
Negation scope detection in sentiment analysis: Decision support for news-driven trading.
Decis. Support Syst., 2016
Sharing is Caring - Understanding the Relationship Between the Sharing Economy and Sustainable Mobility.
Proceedings of the International Conference on Information Systems, 2016
Is Human Information Processing Affected by Emotional Content? Understanding The Role of Facts and Emotions in the Stock Market.
Proceedings of the International Conference on Information Systems, 2016
Proceedings of the International Conference on Information Systems, 2016
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016
Decision Model for Sustainable Electricity Procurement Using Nationwide Demand Response.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016
Analysis of How Underlying Topics in Financial News Affect Stock Prices Using Latent Dirichlet Allocation.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016
Proceedings of the Enterprise Applications, Markets and Services in the Finance Industry, 2016
Enhancing Municipal Analytics Capabilities to Enable Sustainable Urban Transportation.
Proceedings of the 24th European Conference on Information Systems, 2016
Proceedings of the 24th European Conference on Information Systems, 2016
Proceedings of the 24th European Conference on Information Systems, 2016
2015
Chasing Lemmings: Modeling IT-Induced Misperceptions About the Strategic Situation as a Reason for Flash Crashes.
J. Manag. Inf. Syst., 2015
Putting Big Data analytics to work: Feature selection for forecasting electricity prices using the LASSO and random forests.
J. Decis. Syst., 2015
Revenue management for Cloud computing providers: Decision models for service admission control under non-probabilistic uncertainty.
Eur. J. Oper. Res., 2015
IS-Centric Business Models for a Sustainable Economy - The Case of Electric Vehicles as Energy Storage.
Proceedings of the Smart Enterprise Engineering: 12. Internationale Tagung Wirtschaftsinformatik, 2015
Data Analytics for Location-Based Services: Enabling User-Based Relocation of Carsharing Vehicles.
Proceedings of the International Conference on Information Systems, 2015
Information Processing of Foreign Exchange News: Extending the Overshooting Model to Include Qualitative Information from News Sentiment.
Proceedings of the International Conference on Information Systems, 2015
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015
Proceedings of the 23rd European Conference on Information Systems, 2015
Proceedings of the 23rd European Conference on Information Systems, 2015
2014
Wirtschaftsinf., 2014
Informationsunschärfe in Big Data - Erkenntnisse aus sozialen Medien in Stadtgebieten.
Wirtschaftsinf., 2014
Emergency response in natural disaster management: Allocation and scheduling of rescue units.
Eur. J. Oper. Res., 2014
Bus. Inf. Syst. Eng., 2014
Bus. Inf. Syst. Eng., 2014
Proceedings of the International Conference on Information Systems, 2014
Long- and Short-Term Impact of News Messages on House Prices: A Comparative Study of Spain and the United States.
Proceedings of the International Conference on Information Systems, 2014
Proceedings of the International Conference on Information Systems, 2014
The Emergence of Intra-Organizational Communities of Operations: Evidence from the Software Industry.
Proceedings of the International Conference on Information Systems, 2014
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014
When Common Knowledge Becomes Common Doubt - Modeling IT-Induced Ambiguities about the Strategic Situation as Reasons for Flash Crashes.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014
Proceedings of the Enterprise Applications and Services in the Finance Industry, 2014
Proceedings of the Enterprise Applications and Services in the Finance Industry, 2014
Smart City Planning - Developing an Urban Charging Infrastructure for Electric Vehicles.
Proceedings of the 22st European Conference on Information Systems, 2014
Proceedings of the 22st European Conference on Information Systems, 2014
Investigating Crime-to-Twitter Relationships in Urban Environments - Facilitating a Virtual Neighborhood Watch.
Proceedings of the 22st European Conference on Information Systems, 2014
2013
Soc. Choice Welf., 2013
Int. J. Inf. Syst. Crisis Response Manag., 2013
Automated news reading: Stock price prediction based on financial news using context-capturing features.
Decis. Support Syst., 2013
A Household-Oriented Approach to The Benefits of Vehicle-To-Grid-Capable Electric Vehicles.
Proceedings of the 11. Internationale Tagung Wirtschaftsinformatik, 2013
Optimal location of charging stations in smart cities: A points of interest based approach.
Proceedings of the International Conference on Information Systems, 2013
Proceedings of the International Conference on Information Systems, 2013
Shaping a Sustainable Society: How Information Systems Utilize Hidden Synergies between Green Technologies.
Proceedings of the International Conference on Information Systems, 2013
Proceedings of the International Conference on Information Systems, 2013
Early Warning of Impending Oil Crises Using the Predictive Power of Online News Stories.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013
Decision Modeling for Assignments of Collaborative Rescue Units during Emergency Response.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013
Reading All the News at the Same Time: Predicting Mid-term Stock Price Developments Based on News Momentum.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013
Beyond Mobility - An Energy Informatics Business Model For Vehicles In The Electric Age.
Proceedings of the 21st European Conference on Information Systems, 2013
Is More Information Better Than Less? Understanding The Impact Of Demand Response Mechanisms In Energy Markets.
Proceedings of the 21st European Conference on Information Systems, 2013
Proceedings of the 21st European Conference on Information Systems, 2013
Proceedings of the Design Science at the Intersection of Physical and Virtual Design, 2013
2012
A Fuzzy Decision Support Model for Natural Disaster Response under Informational Uncertainty.
Int. J. Inf. Syst. Crisis Response Manag., 2012
Energy-aware workload management models for operation cost reduction in data centers.
Eur. J. Oper. Res., 2012
Operational emergency response under informational uncertainty: A fuzzy optimization model for scheduling and allocating rescue units.
Proceedings of the 9th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2012
Proceedings of the International Conference on Information Systems, 2012
Information Processing in Electronic Markets: Measuring Subjective Interpretation Using Sentiment Analysis.
Proceedings of the International Conference on Information Systems, 2012
Proceedings of the International Conference on Information Systems, 2012
Proceedings of the International Conference on Information Systems, 2012
Road to 2020: IS-Supported Business Models for Electric Mobility and Electrical Energy Markets.
Proceedings of the International Conference on Information Systems, 2012
Revenue Management for Cloud Providers-A Policy-Based Approach under Stochastic Demand.
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012
Automated News Reading: Stock Price Prediction Based on Financial News Using Context-Specific Features.
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012
Proceedings of the 20th European Conference on Information Systems, 2012
Autonomic Management of Software as a Service Systems with Multiple Quality of Service Classes.
Proceedings of the 20th European Conference on Information Systems, 2012
The Position-Aware-Market: Optimizing Freight Delivery for Less-Than-Truckload Transportation.
Proceedings of the 18th Americas Conference on Information Systems, 2012
Proceedings of the 18th Americas Conference on Information Systems, 2012
2011
Comparing ingress and egress detection to secure interdomain routing: An experimental analysis.
ACM Trans. Internet Techn., 2011
Proceedings of the E-Life: Web-Enabled Convergence of Commerce, Work, and Social Life, 2011
Proceedings of the E-Life: Web-Enabled Convergence of Commerce, Work, and Social Life, 2011
Proceedings of the 8th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2011
Dynamic Service Level Agreement Management for Efficient Operation of Elastic Information Systems.
Proceedings of the International Conference on Information Systems, 2011
Proceedings of the International Conference on Information Systems, 2011
Proceedings of the 8th International Conference on Autonomic Computing, 2011
Impact of Feature Selection and Feature Types on Financial Stock Price Prediction.
Proceedings of the KDIR 2011, 2011
Proceedings of the 19th European Conference on Information Systems, 2011
2010
J. Comput. Chem., 2010
Eur. J. Oper. Res., 2010
Automated bidding in computational markets: an application in market-based allocation of computing services.
Auton. Agents Multi Agent Syst., 2010
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010
Proceedings of the International Conference on Information Systems, 2010
A Service Request Acceptance Model for Revenue Optimization - Evaluating Policies Using a Web Based Resource Management Game.
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010
The Impact of Collaboration Network Structure on Issue Tracking's Process Efficiency at a Large Business Software Vendor.
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010
Proceedings of the 18th European Conference on Information Systems, 2010
From "Take-It-or-Leave-It" Offers to "Take-It-or-Be-Left-Out" Ultimatum: A Trade Mechanism for Online Services.
Proceedings of the 18th European Conference on Information Systems, 2010
Proceedings of the Sustainable IT Collaboration Around the Globe. 16th Americas Conference on Information Systems, 2010
Proceedings of the Economic Models and Algorithms for Distributed Systems, 2010
Proceedings of the Economic Models and Algorithms for Distributed Systems, 2010
Proceedings of the Economic Models and Algorithms for Distributed Systems, 2010
Proceedings of the Economic Models and Algorithms for Distributed Systems, 2010
2009
J. Comput. Chem., 2009
Prioritization of Software Process Improvements - A COQUALMO-based Case Study and Derived Decision Support Scheme.
Proceedings of the ICSOFT 2009, 2009
Proceedings of the Software and Data Technologies - 4th International Conference, 2009
Proceedings of the International Conference on Information Systems, 2009
Proceedings of the International Conference on Information Systems, 2009
Proceedings of the International Conference on Information Systems, 2009
Proceedings of the 42st Hawaii International International Conference on Systems Science (HICSS-42 2009), 2009
Proceedings of the 42st Hawaii International International Conference on Systems Science (HICSS-42 2009), 2009
Proceedings of the Grid Economics and Business Models, 6th International Workshop, 2009
Proceedings of the 17th European Conference on Information Systems, 2009
Proceedings of the 17th European Conference on Information Systems, 2009
Proceedings of the 17th European Conference on Information Systems, 2009
Fostering efficiency of computational resource allocation - Integrating information services into markets.
Proceedings of the 17th European Conference on Information Systems, 2009
2008
J. Chem. Inf. Model., 2008
J. Grid Comput., 2008
Eur. J. Oper. Res., 2008
Electron. Mark., 2008
Electron. Commer. Res., 2008
Proceedings of the 10th IEEE International Conference on E-Commerce Technology (CEC 2008) / 5th IEEE International Conference on Enterprise Computing, 2008
Proceedings of the Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2008
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008
A Discriminatory Pay-as-Bid Mechanism for Efficient Scheduling in the Sun N1 Grid Engine.
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008
Collaborative Continuous Service Engineering: A Case Study in a Financial Service Environment.
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008
Proceedings of the 9th IEEE/ACM International Conference on Grid Computing (Grid 2008), Tsukuba, Japan, September 29, 2008
Proceedings of the Grid Economics and Business Models, 5th International Workshop, 2008
Proceedings of the Grid Economics and Business Models, 5th International Workshop, 2008
Proceedings of the 16th European Conference on Information Systems, 2008
Proceedings of the 16th European Conference on Information Systems, 2008
Proceedings of the 16th European Conference on Information Systems, 2008
Proceedings of the 16th European Conference on Information Systems, 2008
2007
Combination of biometric data and learning algorithms for both generation and application of a secure communication link.
Integr. Comput. Aided Eng., 2007
Proceedings of the Web Information Systems Engineering, 2007
Proceedings of the 9th IEEE International Conference on E-Commerce Technology (CEC 2007) / 4th IEEE International Conference on Enterprise Computing, 2007
Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007
Proceedings of the Grid Economics and Business Models, 4th International Workshop, 2007
Proceedings of the Fifteenth European Conference on Information Systems, 2007
Proceedings of the Fifteenth European Conference on Information Systems, 2007
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007
Proceedings of the 20th Bled eConference: eMergence: Merging and Emerging Technologies, 2007
Proceedings of the 20th Bled eConference: eMergence: Merging and Emerging Technologies, 2007
Proceedings of the 20th Bled eConference: eMergence: Merging and Emerging Technologies, 2007
2006
Wirtschaftsinf., 2006
J. Chem. Inf. Model., 2006
J. Chem. Inf. Model., 2006
Electron. Mark., 2006
On Human Factors for Interactive Man-Machine Vision: Requirements of the Neural Visual System to transform Objects into Percepts.
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Artificial Neural Networks, 2006
Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006
Proceedings of the Fourteenth European Conference on Information Systems, 2006
Proceedings of the Negotiation, 2006
Proceedings of the Negotiation, 2006
Proceedings of the Negotiation, 2006
2005
Proceedings of the 2005 ACM SIGCOMM Workshop on Economics of Peer-to-Peer Systems, 2005
Proceedings of the 13th European Conference on Information Systems, 2005
2004
Proceedings of the Neural Information Processing, 11th International Conference, 2004
Proceedings of the Applying Formal Methods: Testing, Performance and M/ECommerce, 2004
2003
2002
Towards a Generic e-Market Design.
Proceedings of the Towards The Knowledge Society: eCommerce, 2002
Agent-based Bidding in Electronic Markets.
Proceedings of the Towards The Knowledge Society: eCommerce, 2002
Proceedings of the 13th International Workshop on Database and Expert Systems Applications (DEXA 2002), 2002