Human-AI Complementarity in Hybrid Intelligence Systems: A Structured Literature Review P Hemmer, M Schemmer, M Vössing, N Kühl Pacific Asia Conference on Information Systems (PACIS), 2021 | 123 | 2021 |
Should I Follow AI-based Advice? Measuring Appropriate Reliance in Human-AI Decision-Making M Schemmer, P Hemmer, N Kühl, C Benz, G Satzger CHI Conference on Human Factors in Computing Systems (CHI '22), Workshop on …, 2022 | 80 | 2022 |
A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making M Schemmer, P Hemmer, M Nitsche, N Kühl, M Vössing AAAI/ACM Conference on AI, Ethics, and Society (AIES’22), 2022 | 75 | 2022 |
Deal: Deep Evidential Active Learning for Image Classification P Hemmer, N Kühl, J Schöffer International Conference on Machine Learning and Applications (ICMLA), 2020 | 65 | 2020 |
Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction P Hemmer, M Westphal, M Schemmer, S Vetter, M Vössing, G Satzger International Conference on Intelligent User Interfaces (IUI '23), 2023 | 60 | 2023 |
Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts P Hemmer, S Schellhammer, M Vössing, J Jakubik, G Satzger International Joint Conference on Artificial Intelligence (IJCAI), 2022 | 40 | 2022 |
Factors that Influence the Adoption of Human-AI Collaboration in Clinical Decision-Making P Hemmer, M Schemmer, L Riefle, N Rosellen, M Vössing, N Kühl European Conference on Information Systems (ECIS), 2022 | 28 | 2022 |
On the Effect of Information Asymmetry in Human-AI Teams P Hemmer, M Schemmer, N Kühl, M Vössing, G Satzger CHI Conference on Human Factors in Computing Systems (CHI '22), ACM CHI …, 2022 | 24 | 2022 |
Complementarity in human-AI collaboration: Concept, sources, and evidence P Hemmer, M Schemmer, N Kühl, M Vössing, G Satzger arXiv preprint arXiv:2404.00029, 2024 | 15 | 2024 |
Learning to Defer with Limited Expert Predictions P Hemmer, L Thede, M Vössing, J Jakubik, N Kühl AAAI Conference on Artificial Intelligence (AAAI), 2023 | 15 | 2023 |
Towards Effective Human-AI Decision-Making: The Role of Human Learning in Appropriate Reliance on AI Advice M Schemmer, A Bartos, P Spitzer, P Hemmer, N Kühl, J Liebschner, ... International Conference on Information Systems (ICIS), 2023 | 11 | 2023 |
On the Influence of Cognitive Styles on Users' Understanding of Explanations L Riefle, P Hemmer, C Benz, M Vössing, J Pries International Conference on Information Systems (ICIS), 2022 | 11 | 2022 |
Navigating the Synthetic Realm: Harnessing Diffusion-based Models for Laparoscopic Text-to-Image Generation S Allmendinger, P Hemmer, M Queisner, I Sauer, L Müller, J Jakubik, ... AI for Health Equity and Fairness: International Workshop on Health …, 2024 | 7 | 2024 |
Utilizing Active Machine Learning for Quality Assurance: A Case Study of Virtual Car Renderings in the Automotive Industry P Hemmer, N Kühl, J Schöffer Hawaii International Conference on Systems Sciences (HICSS-55) , 2022 | 7 | 2022 |
On the Effect of Contextual Information on Human Delegation Behavior in Human-AI Collaboration P Spitzer, J Holstein, P Hemmer, M Vössing, N Kühl, D Martin, G Satzger ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social …, 2024 | 6 | 2024 |
Designing a Human-in-the-Loop System for Object Detection in Floor Plans J Jakubik, P Hemmer, M Vössing, B Blumenstiel, A Bartos, K Mohr AAAI Conference on Artificial Intelligence (AAAI), 2022 | 6 | 2022 |
Instance Selection Mechanisms for Human-in-the-Loop Systems in Few-Shot Learning J Jakubik, B Blumenstiel, M Voessing, P Hemmer Wirtschaftsinformatik 2022 (WI), 2022 | 5 | 2022 |
Designing Resilient AI-based Robo-Advisors: A Prototype for Real Estate Appraisal M Schemmer, P Hemmer, N Kühl, S Schäfer International Conference on Design Science Research in Information Systems …, 2022 | 4 | 2022 |
Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts J Jakubik, D Weber, P Hemmer, M Vössing, G Satzger Wirtschaftsinformatik 2023 (WI), 2023 | 3 | 2023 |
Object Detection in Floor Plans: Lessons From Designing a Human-in-the-Loop System P Hemmer, M Vössing, B Blumenstiel Artificial Intelligence in Architecture, Engineering and Construction (2021 …, 2021 | 2 | 2021 |