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Kühl, Niklas

  1. Machine Learning Operations (MLOps): Overview, Definition, and Architecture
    2022/05/04 by Dominik Kreuzberger, Niklas Kühl, Kreuzberger, Dominik +3 · 31 citations
    Computer Science · Decision Sciences · Engineering · #Data Quality and Management #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Machine Learning and Data Classification
  2. Complementarity in Human-AI Collaboration: Concept, Sources, and Evidence
    2024/03/21 by Patrick Hemmer, Max Schemmer, Hemmer, Patrick +7 · 14 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  3. Data-Centric Artificial Intelligence
    2022/12/22 by Johannes Jakubik, Jakubik, Johannes, Michael Vössing +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. Learning to Defer with Limited Expert Predictions
    2023/04/14 by Patrick Hemmer, Lukas Thede, Hemmer, Patrick +7 · 6 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
  5. On the Influence of Explainable AI on Automation Bias
    2022/04/19 by Max Schemmer, Niklas Kühl, Schemmer, Max +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)
  6. 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)
  7. DEAL: Deep Evidential Active Learning for Image Classification
    2020/07/22 by Patrick Hemmer, Hemmer, Patrick, Niklas Kühl +3 · 2 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
  8. Adjoint Complement to the Universal Momentum Law of the Wall
    2020/12/17 by Kühl, Niklas, Müller, Peter M., Rung, Thomas · 2 citations
    #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Optimization and Control (math.OC)
  9. On the Effect of Information Asymmetry in Human-AI Teams
    2022/05/03 by Patrick Hemmer, Hemmer, Patrick, Max Schemmer +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)
  10. 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
  11. 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
  12. Implications of the AI Act for Non-Discrimination Law and Algorithmic Fairness
    2024/03/29 by Deck, Luca, Müller, Jan-Laurin, Braun, Conradin +2 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  13. Half-empty or half-full? A Hybrid Approach to Predict Recycling Behavior\n of Consumers to Increase Reverse Vending Machine Uptime
    2020/01/01 by Jannis Walk, Robin Hirt, Walk, Jannis +5 · 1 citation
    Agricultural and Biological Sciences · Decision Sciences · Energy · #Applications (stat.AP) #Energy Efficiency and Management #Energy, Environment, and Transportation Policies #FOS: Computer and information sciences #Food Waste Reduction and Sustainability #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  14. Human vs. supervised machine learning: Who learns patterns faster?
    2020/11/30 by Kühl, Niklas, Goutier, Marc, Baier, Lucas +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. 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
  16. 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
  17. 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)
  18. labelCloud: A Lightweight Domain-Independent Labeling Tool for 3D Object\n Detection in Point Clouds
    2021/03/05 by Christoph Sager, Patrick Zschech, Sager, Christoph +3 · 1 citation
    Computer Science · Earth and Planetary Sciences · Environmental Science · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications
  19. Interactive Generation of Laparoscopic Videos with Diffusion Models
    2024/04/23 by Iliash, Ivan, Allmendinger, Simeon, Meissen, Felix +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  20. What to Prioritize? Natural Language Processing for the Development of a Modern Bug Tracking Solution in Hardware Development
    2021/09/28 by Thi Hang, Do, Thi Thu Hang, Markus Dobler +3 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Software Engineering Techniques and Practices #Software Testing and Debugging Techniques
  21. Factors that influence the adoption of human-AI collaboration in clinical decision-making
    2022/04/19 by Patrick Hemmer, Hemmer, Patrick, Max Schemmer +9 · 1 citation
    Medicine · Psychology · #Artificial Intelligence in Healthcare and Education #Digital Mental Health Interventions
  22. Training Novices: The Role of Human-AI Collaboration and Knowledge Transfer
    2022/07/01 by Spitzer, Philipp, Kühl, Niklas, Goutier, Marc · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  23. An Empirical Evaluation of Predicted Outcomes as Explanations in Human-AI Decision-Making
    2022/08/08 by Jakubik, Johannes, Schöffer, Jakob, Hoge, Vincent +2 · 1 citation
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  24. An Incremental Singular Value Decomposition Approach for Large-Scale Spatially Parallel & Distributed but Temporally Serial Data -- Applied to Technical Flows
    2023/02/17 by Niklas Kühl, Kühl, Niklas, Hendrik Fischer +5 · 1 citation
    Engineering · Mathematics · #Fluid Dynamics and Vibration Analysis #Advanced Numerical Methods in Computational Mathematics #Numerical methods for differential equations
  25. Navigating the Synthetic Realm: Harnessing Diffusion-based Models for Laparoscopic Text-to-Image Generation
    2023/12/05 by Simeon Allmendinger, Patrick Hemmer, Allmendinger, Simeon +13 · 1 citation
    Medicine · #Artificial Intelligence (cs.AI) #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Tissues and Organs (q-bio.TO) #electronic engineering #information engineering
  26. Investigating the Role of Explainability and AI Literacy in User Compliance
    2024/06/18 by Niklas Kühl, Christian Meske, Kühl, Niklas +5 · 1 citation
    Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #FOS: Computer and information sciences
  27. Mapping the Potential of Explainable AI for Fairness Along the AI Lifecycle
    2024/04/29 by Luca Deck, Deck, Luca, Astrid Schomäcker +9 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Impact of AI and Big Data on Business and Society #Machine Learning (cs.LG)
  28. It's only fair when I think it's fair: How Gender Bias Alignment Undermines Distributive Fairness in Human-AI Collaboration
    2025/05/15 by Zipperling, Domenique, Deck, Luca, Lanzl, Julia +1 · 2 citations
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  29. Human Preferences in Large Language Model Latent Space: A Technical Analysis on the Reliability of Synthetic Data in Voting Outcome Prediction
    2025/02/22 by Ball, Sarah, Allmendinger, Simeon, Kreuter, Frauke +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. 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
  31. Beware of "Explanations" of AI
    2025/04/09 by David Martens, Galit Shmueli, Martens, David +31 · 1 citation
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)