Satzger, Gerhard

1. Complementarity in Human-AI Collaboration: Concept, Sources, and Evidence
   2024/03/21 by Patrick Hemmer, Max Schemmer, Hemmer, Patrick +7 · 16 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
2. Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts
   2022/06/16 by Patrick Hemmer, Sebastian Schellhammer, Hemmer, Patrick +7 · 9 citations
   Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
3. Data-Centric Artificial Intelligence
   2022/12/22 by Johannes Jakubik, Michael Vössing, Jakubik, Johannes +7 · 10 citations
   Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Data Quality and Management #FOS: Computer and information sciences #Software System Performance and Reliability
4. On the Influence of Explainable AI on Automation Bias
   2022/04/19 by Max Schemmer, Schemmer, Max, Niklas Kühl +5 · 5 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
5. Should I Follow AI-based Advice? Measuring Appropriate Reliance in Human-AI Decision-Making
   2022/04/14 by Max Schemmer, Patrick Hemmer, Schemmer, Max +7 · 3 citations
   Decision Sciences · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Decision-Making and Behavioral Economics #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
6. On the Effect of Information Asymmetry in Human-AI Teams
   2022/05/03 by Patrick Hemmer, Max Schemmer, Hemmer, Patrick +7 · 2 citations
   Business, Management and Accounting · Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Cognitive Science and Mapping #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC)
7. Don't be Fooled: The Misinformation Effect of Explanations in Human-AI Collaboration
   2024/09/19 by Philipp Spitzer, Joshua Holstein, Spitzer, Philipp +9 · 1 voice · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #cs.AI #cs.HC
8. Human Delegation Behavior in Human-AI Collaboration: The Effect of Contextual Information
   2024/01/09 by Philipp Spitzer, Joshua Holstein, Spitzer, Philipp +11 · 4 citations
   Psychology · Business, Management and Accounting · #Human-Automation Interaction and Safety #Big Data and Business Intelligence #Team Dynamics and Performance
9. Machine Learning in Artificial Intelligence: Towards a Common Understanding
   2020/03/27 by Niklas Kühl, Marc Goutier, Kühl, Niklas +5 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
10. Switching Scheme: A Novel Approach for Handling Incremental Concept\n Drift in Real-World Data Sets
    2020/11/05 by Lucas Baier, Baier, Lucas, Vincent Kellner +5 · 1 citation
    Computer Science · Decision Sciences · Engineering · #Data Stream Mining Techniques #Advanced Bandit Algorithms Research #Smart Grid Energy Management
11. Utilizing Concept Drift for Measuring the Effectiveness of Policy Interventions: The Case of the COVID-19 Pandemic
    2020/12/04 by Lucas Baier, Baier, Lucas, Niklas Kühl +5 · 1 citation
    Computer Science · #Computers and Society (cs.CY) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. Improving Label Error Detection and Elimination with Uncertainty Quantification
    2024/05/15 by Johannes Jakubik, Michael Vössing, Jakubik, Johannes +7 · 2 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)
13. Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts
    2023/07/06 by Johannes Jakubik, Daniel Weber, Jakubik, Johannes +7 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. Towards Human-Understandable Multi-Dimensional Concept Discovery
    2025/03/24 by Grobrügge, Arne, Kühl, Niklas, Satzger, Gerhard +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences